Prosecution Insights
Last updated: April 19, 2026
Application No. 18/344,533

METHODS OF TREATMENT AND DIAGNOSIS USING ENHANCED PATIENT-PHYSICIAN COMMUNICATION

Final Rejection §101§103§112§DP
Filed
Jun 29, 2023
Examiner
NAJARIAN, LENA
Art Unit
3687
Tech Center
3600 — Transportation & Electronic Commerce
Assignee
Apple Inc.
OA Round
2 (Final)
38%
Grant Probability
At Risk
3-4
OA Rounds
5y 0m
To Grant
78%
With Interview

Examiner Intelligence

Grants only 38% of cases
38%
Career Allow Rate
178 granted / 464 resolved
-13.6% vs TC avg
Strong +39% interview lift
Without
With
+39.3%
Interview Lift
resolved cases with interview
Typical timeline
5y 0m
Avg Prosecution
41 currently pending
Career history
505
Total Applications
across all art units

Statute-Specific Performance

§101
26.9%
-13.1% vs TC avg
§103
31.9%
-8.1% vs TC avg
§102
11.5%
-28.5% vs TC avg
§112
25.4%
-14.6% vs TC avg
Black line = Tech Center average estimate • Based on career data from 464 resolved cases

Office Action

§101 §103 §112 §DP
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Notice to Applicant This communication is in response to the amendment filed 11/21/25. Claims 1, 19, and 22 have been amended. Claims 1-39 are pending. Double Patenting The nonstatutory double patenting rejection is based on a judicially created doctrine grounded in public policy (a policy reflected in the statute) so as to prevent the unjustified or improper timewise extension of the “right to exclude” granted by a patent and to prevent possible harassment by multiple assignees. A nonstatutory double patenting rejection is appropriate where the conflicting claims are not identical, but at least one examined application claim is not patentably distinct from the reference claim(s) because the examined application claim is either anticipated by, or would have been obvious over, the reference claim(s). See, e.g., In re Berg, 140 F.3d 1428, 46 USPQ2d 1226 (Fed. Cir. 1998); In re Goodman, 11 F.3d 1046, 29 USPQ2d 2010 (Fed. Cir. 1993); In re Longi, 759 F.2d 887, 225 USPQ 645 (Fed. Cir. 1985); In re Van Ornum, 686 F.2d 937, 214 USPQ 761 (CCPA 1982); In re Vogel, 422 F.2d 438, 164 USPQ 619 (CCPA 1970); In re Thorington, 418 F.2d 528, 163 USPQ 644 (CCPA 1969). A timely filed terminal disclaimer in compliance with 37 CFR 1.321(c) or 1.321(d) may be used to overcome an actual or provisional rejection based on nonstatutory double patenting provided the reference application or patent either is shown to be commonly owned with the examined application, or claims an invention made as a result of activities undertaken within the scope of a joint research agreement. See MPEP § 717.02 for applications subject to examination under the first inventor to file provisions of the AIA as explained in MPEP § 2159. See MPEP § 2146 et seq. for applications not subject to examination under the first inventor to file provisions of the AIA . A terminal disclaimer must be signed in compliance with 37 CFR 1.321(b). The filing of a terminal disclaimer by itself is not a complete reply to a nonstatutory double patenting (NSDP) rejection. A complete reply requires that the terminal disclaimer be accompanied by a reply requesting reconsideration of the prior Office action. Even where the NSDP rejection is provisional the reply must be complete. See MPEP § 804, subsection I.B.1. For a reply to a non-final Office action, see 37 CFR 1.111(a). For a reply to final Office action, see 37 CFR 1.113(c). A request for reconsideration while not provided for in 37 CFR 1.113(c) may be filed after final for consideration. See MPEP §§ 706.07(e) and 714.13. The USPTO Internet website contains terminal disclaimer forms which may be used. Please visit www.uspto.gov/patent/patents-forms. The actual filing date of the application in which the form is filed determines what form (e.g., PTO/SB/25, PTO/SB/26, PTO/AIA /25, or PTO/AIA /26) should be used. A web-based eTerminal Disclaimer may be filled out completely online using web-screens. An eTerminal Disclaimer that meets all requirements is auto-processed and approved immediately upon submission. For more information about eTerminal Disclaimers, refer to www.uspto.gov/patents/apply/applying-online/eterminal-disclaimer. Claims 1-39 are rejected on the ground of nonstatutory double patenting as being unpatentable over claims 1-38 of U.S. Patent No. 11,728,030. Although the claims at issue are not identical, they are not patentably distinct from each other because they recite substantially similar limitations. For example, note that the limitations of independent claim 1 of this application appear in independent claim 1 of the U.S. Patent. Claim 1 of this application differs by reciting the broader “health related software platform” as opposed to the “physician connection application” recited in the U.S. Patent. Claim Rejections - 35 USC § 101 35 U.S.C. 101 reads as follows: Whoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title. Claims 1-39 are rejected under 35 U.S.C. §101 because the claimed invention is directed to an abstract idea without significantly more. Step 1: Claims 1-18 are directed to a method (i.e., a process) and claims 19-39 are directed to a system (i.e., a machine). Accordingly, claims 1-39 are all within at least one of the four statutory categories. Step 2A - Prong One: Regarding Prong One of Step 2A, the claim limitations are to be analyzed to determine whether, under their broadest reasonable interpretation, they “recite” a judicial exception or in other words whether a judicial exception is “set forth” or “described” in the claims. An “abstract idea” judicial exception is subject matter that falls within at least one of the following groupings: a) certain methods of organizing human activity, b) mental processes, and/or c) mathematical concepts. Representative independent claim 1 includes limitations that recite at least one abstract idea. Specifically, independent claim 1 recites: 1. A method for facilitating a treatment and/or diagnosis of a patient in a live communication session, the method comprising: prior to using a health related software platform for interfacing with a physician, receiving, with a first portable personal computing device of the patient, a plurality of health data elements relating to the patient including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days, the one or more sensor devices being communicatively coupled with the first portable personal computing device, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician, and wherein the one or more sensor devices are included in the first portable personal computing device and/or included within one or more wearable devices of the patient; initiating the live communication session with a physician computing device of the physician with the portable computing device of the patient through the health related software platform stored and executed on the first portable personal computing device of the patient, wherein the physician computing device comprises a corresponding health related software platform stored and operable thereon by which the live communication session is conducted; receiving, by the first portable computing device via the health related software platform, a health information query from the physician during the live communication session, the health information query requesting a first set of data of the plurality of health data elements, the first set of data being associated with the treatment and/or diagnosis of the patient by the physician; identifying, by the first portable computing device, a first subset of the plurality of health data elements that is selected or pre-authorized by the patient for communication to the physician during the live communication session, based on a first user input received with the first portable personal computing device, wherein at least some of the health data elements of the first subset are automatically collected prior to initiating communication with the physician; and outputting to the physician during the live communication session, the first subset of the first set of data that excludes a second subset of the first set of data from the first portable personal computing device to the physician computing device via the health related software platform so as to facilitate the treating and/or the diagnosis of the patient by the first physician, wherein the plurality of health data elements, including the first subset output to the physician, are outside the electronic medical record of the patient. The Examiner submits that the foregoing underlined limitations constitute “certain methods of organizing human activity” because prior to interfacing with a physician, receiving a plurality of health data elements relating to the patient including health data elements, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician, initiating the live communication session with the physician; receiving a health information query from the physician during the live communication session, the health information query requesting a first set of data of the plurality of health data elements, the first set of data being associated with the treatment and/or diagnosis of the patient by the physician; identifying a first subset of the plurality of health data elements that is selected or pre-authorized by the patient for communication to the physician during the live communication session, based on a first user input, wherein at least some of the health data elements of the first subset are collected prior to initiating communication with the physician; and outputting to the physician during the live communication session, the first subset of the first set of data that excludes a second subset of the first set of data so as to facilitate the treating and/or the diagnosis of the patient by the first physician, wherein the plurality of health data elements, including the first subset output to the physician, are outside the electronic medical record of the patient amount to managing personal behavior or relationships or interactions between people (including social activities, teaching, and following rules or instructions), at the currently claimed high level of generality. Accordingly, the claim recites at least one abstract idea. Step 2A - Prong Two: Regarding Prong Two of Step 2A, it must be determined whether the claim as a whole integrates the abstract idea into a practical application. It must be determined whether any additional elements in the claim beyond the abstract idea integrate the exception into a practical application in a manner that imposes a meaningful limit on the judicial exception. The courts have indicated that additional elements merely using a computer to implement an abstract idea, adding insignificant extra solution activity, or generally linking use of a judicial exception to a particular technological environment or field of use do not integrate a judicial exception into a “practical application.” The limitations of claims 1 and 19, as drafted, is a process that, under its broadest reasonable interpretation, covers certain methods of organizing human activity but for the recitation of generic computer components. That is, other than reciting a software platform, a first portable personal computing device, one or more sensors of one or more sensor devices, one or more wearable devices, a computing device, a wireless communication module, a database, a processor, and a computer readable medium to perform the limitations, nothing in the claim elements precludes the steps from practically being certain methods of organizing human activity. If a claim limitation, under its broadest reasonable interpretation, covers certain methods of organizing human activity but for the recitation of generic computer components, then it falls within the “certain methods of organizing human activity” grouping of abstract ideas. Accordingly, the claims recite an abstract idea. This judicial exception is not integrated into a practical application. In particular, the software platform, first portable personal computing device, one or more sensors of one or more sensor devices, one or more wearable devices, computing device, wireless communication module, database, processor, and computer readable medium are recited at a high-level of generality (i.e., as generic computer components performing generic computer functions of receiving data, identifying data, collecting data, receiving inputs, and outputting data) such that it amounts no more than mere instructions to apply the exception using generic computer components. The claims recite the additional limitation of data elements automatically collected from one or more sensors of one or more sensor devices. Such steps would be routinely used by those of ordinary skill in the art and are well-understood, routine and conventional activities specified at a high level of generality. It is mere data gathering in conjunction with the abstract idea and therefore adds insignificant extrasolution activity to the judicial exception. Accordingly, these additional elements do not integrate the abstract idea into a practical application because it does not impose any meaningful limits on practicing the abstract idea. The claims are directed to an abstract idea. Thus, taken alone, the additional elements do not amount to significantly more than the above-identified judicial exception (the abstract idea). Looking at the limitations as an ordered combination adds nothing that is not already present when looking at the elements taken individually. For instance, there is no indication that the additional elements, when considered as a whole, reflect an improvement in the functioning of a computer or an improvement to another technology or technical field, apply or use the above-noted judicial exception to effect a particular treatment or prophylaxis for a disease or medical condition, implement/use the above-noted judicial exception with a particular machine or manufacture that is integral to the claim, effect a transformation or reduction of a particular article to a different state or thing, or apply or use the judicial exception in some other meaningful way beyond generally linking the use of the judicial exception to a particular technological environment, such that the claim as a whole is not more than a drafting effort designed to monopolize the exception (see MPEP § 2106.05). Their collective functions merely provide conventional computer implementation. Claims 2-18 and 20-39 are ultimately dependent from Claim(s) 1 and 19 and include all the limitations of Claim(s) 1 and 19. Therefore, claim(s) 2-18 and 20-39 recite the same abstract idea. Claims 2-18 and 20-39 describe further limitations regarding receiving a selection of the physician from a plurality of physicians displayed; receiving an input as to a condition for which treatment and/or diagnosis is desired; authorizing release of the identified first subset of data to the physician based on a second user input received; wherein the second user input is different from the first user input; types of health data elements; types of sensor data; types of health metrics; obtaining glucose measurements; establishing communication; wherein the first set of data is determined based on receiving of a categorical selection input by the physician; types of categories; type of patient attributes; receiving an instruction to the patient from the physician; access to the health elements; initiate communication with the physician in response to receiving a command input by the patient and/or a caretaker of the patient with the user input; allow selection; display a plurality of physicians; obtain sensor data; wherein at least some of the plurality of health data elements are not specific to a health condition being treated and/or diagnosed by the system. The computer components (e.g., graphical user interface, etc.) in the dependent claims are recited at a high-level of generality such that it amounts no more than mere instructions to apply the exception using generic computer components. These are all just further describing the abstract idea recited in claims 1 and 19, without adding significantly more. The claims do not include additional elements that are sufficient to amount to significantly more than the judicial exception. As discussed above with respect to integration of the abstract idea into a practical application, the additional elements amount to no more than mere instructions to apply the exception using generic computer components. Mere instructions to apply an exception using a generic computer component cannot provide an inventive concept. The claims are not patent eligible. Step 2B: Regarding Step 2B, representative independent claim 1 does not include additional elements (considered both individually and as an ordered combination) that are sufficient to amount to significantly more than the judicial exception for reasons the same as those discussed above with respect to determining that the claim does not integrate the abstract idea into a practical application. Regarding the additional limitations directed to live communication with a physician computing device and a portable computing device and outputting data from the portable personal computing device to the physician computing device, and the portable personal computing device receiving a query, all of which the Examiner submits merely add insignificant extra-solution activity to the abstract idea or are claimed in a merely generic manner (e.g., at a high level of generality), the Examiner further submits that such steps are not unconventional as they merely consist of receiving and transmitting data over a network. See MPEP 2106.05(d)(II). The dependent claims do not include additional elements (considered both individually and as an ordered combination) that are sufficient to amount to significantly more than the judicial exception for the same reasons to those discussed above with respect to determining that the dependent claims do not integrate the at least one abstract idea into a practical application. Therefore, claims 1-39 are ineligible under 35 USC §101. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-39 are rejected under 35 U.S.C. 112(b) or 35 U.S.C. 112 (pre-AIA ), second paragraph, as being indefinite for failing to particularly point out and distinctly claim the subject matter which the inventor or a joint inventor (or for applications subject to pre-AIA 35 U.S.C. 112, the applicant), regards as the invention. Claim 1 recites the limitation "the first physician" in line 31. There is insufficient antecedent basis for this limitation in the claim. Claim 19 recites the limitation "the plurality that is associated with the treating and/or diagnosis by the physician" in lines 25-26. There is insufficient antecedent basis for this limitation in the claim. Claim 8 recites “one or more wearable devices.“ However, “one or more wearable devices” is also recited in independent claim 1. As such, it is unclear if the “one or more wearable devices” in claim 8 is the same one or more wearable devices recited in claim 1, or different. Claim 16 recites “a patient’s vital signs.” It is unclear if this is referring to the vital signs of the “patient” in claim 1, or a different patient. Claims 31 and 35 recite “a duration of time.” However, “a duration of time“ is also recited in independent claim 19. As such, it is unclear if the “duration of time” in claims 31 and 35 is the same duration of time recited in claim 19, or different. Claim 33 recites “one or more wearable devices.“ However, “one or more wearable devices” is also recited in independent claim 19. As such, it is unclear if the “one or more wearable devices” in claim 33 is the same one or more wearable devices recited in claim 19, or different. Claims 2-7, 9-15, 17, 18, 20-30, 32, 34, and 36-39 incorporate the deficiencies of claims 1 and 19, through dependency, and are therefore also rejected. Claim Objections Claims 1 and 19 are objected to because of the following informalities: change “treating” to “treatment”. Appropriate correction is required. Claim Rejections - 35 USC § 103 In the event the determination of the status of the application as subject to AIA 35 U.S.C. 102 and 103 (or as subject to pre-AIA 35 U.S.C. 102 and 103) is incorrect, any correction of the statutory basis (i.e., changing from AIA to pre-AIA ) for the rejection will not be considered a new ground of rejection if the prior art relied upon, and the rationale supporting the rejection, would be the same under either status. The following is a quotation of 35 U.S.C. 103 which forms the basis for all obviousness rejections set forth in this Office action: A patent for a claimed invention may not be obtained, notwithstanding that the claimed invention is not identically disclosed as set forth in section 102, if the differences between the claimed invention and the prior art are such that the claimed invention as a whole would have been obvious before the effective filing date of the claimed invention to a person having ordinary skill in the art to which the claimed invention pertains. Patentability shall not be negated by the manner in which the invention was made. Claim(s) 1, 3-11, 16-23, 26-39 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ekeroth (WO 2012/173541 A1), in view of Schibuk (US 2009/0132813 A1), and in view of Waterson et al. (US 2012/0179479 A1), and further in view of Conrad et al. (US 2014/0378777 A1). (A) Referring to claim 1, Ekeroth discloses A method for facilitating a treatment and/or diagnosis of a patient in a live communication session, the method comprising (page 21, line 19 — page 22, line 4 of Ekeroth): initiating the live communication session with a physician computing device of the physician with the portable computing device of the patient through the health related software platform stored and executed on the first portable personal computing device of the patient, wherein the physician computing device comprises a corresponding health related software platform stored and operable thereon by which the live communication session is conducted (see page 1, lines 14-21, page 4, lines 6-16, and page 21, line 19 — page 22, line 17 of Ekeroth; The e-health app is bundled with a collaborative workspace that patients and doctors can use to share media and data as well as run web application together, thus allowing them to experience a much richer communication than just plain voice.); identifying, by the first portable computing device, a first subset of the plurality of health data elements that is selected or pre-authorized by the patient for communication to the physician during the live communication session, based on a first user input received with the first portable personal computing device, wherein at least some of the health data elements of the first subset are automatically collected prior to initiating communication with the physician and outputting to the physician during the live communication session, the first subset of the first set of data that excludes a second subset of the first set of data from the first portable personal computing device to the physician computing device via the health related software platform so as to facilitate the treating and/or the diagnosis of the patient by the first physician, wherein the plurality of health data elements, including the first subset output to the physician, are outside the electronic medical record of the patient (see page 1, lines 14-21 and page 21, line 19 — page 22, line 17 of Ekeroth; note that Alice is feeling worried about a skin rash on her youngest child. Instead of using regular telephony, she uses a health care app on her mobile used device. The e-health app is bundled with a collaborative workspace that patients and doctors can use to share media and data as well as run web application together, thus allowing them to experience a much richer communication than just plain voice. She calls to the health center by starting the e-health app and gets connected to a nurse, which answers the call using her smart phone device. Alice takes a photo of the rash using her mobile phone. Note that the photo of the rash is on the patient’s phone and is therefore “outside the electronic medical record of the patient”). Ekeroth does not expressly disclose prior to using a health related software platform for interfacing with a physician, receiving, with a first portable personal computing device of the patient, a plurality of health data elements relating to the patient including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days, the one or more sensor devices being communicatively coupled with the first portable personal computing device, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician, and wherein the one or more sensor devices are included in the first portable personal computing device and/or included within one or more wearable devices of the patient and receiving, by the first portable computing device via the health related software platform, a health information query from the physician during the live communication session, the health information query requesting a first set of data of the plurality of health data elements, the first set of data being associated with the treatment and/or diagnosis of the patient by the physician. Schibuk discloses prior to using a health related software platform for interfacing with a physician, receiving, with a first portable personal computing device of the patient, a plurality of health data elements relating to the patient including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time, the one or more sensor devices being communicatively coupled with the first portable personal computing device, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician (Fig. 1, see para. 337-339 and 342 of Schibuk; The exemplary meter has a lancet for pricking the skin and drawing blood, a sensor for detecting the amount of glucose in a blood sample, and a digital video and audio display for reading out the detected glucose level and other information useful to a patient. An individual, such as patient 3310, possesses the exemplary glucometer 3320 and a smartphone 3330, as indicated by the broken lines. The glucometer communicates with the smartphone using Bluetooth, or other communications technology. In this embodiment, the patient receives glucometer 3320 from his doctor 3360 at a visit in which the doctor programs the glucometer with encryption information, as described more fully below. Patient 3310 proceeds to use glucometer 3320 according to its intended purpose; however, in embodiments according to this invention, the glucometer automatically transmits its glucose reading to smartphone 3330. Upon receiving the data, smartphone 3330 attempts to save the data to a medical database in trusted storage 3350. In particular, smartphone 3330 will determine which communications network 3340, if any, may be used to upload the data. The method begins with process 3410, in which a user acquires data using a data gathering device. In an exemplary embodiment, a glucometer senses a concentration of glucose in a patient blood sample. In process 3420 the gathered data are encrypted in the device, using a public encryption key of the phone's user. Once stored in the database, the data are now available for retrieval by appropriate, authorized individuals, such as doctors, police officers, co-workers, or others. An individual may be authorized to view that data based on several criteria which are discussed above. For example, data regarding a patient's blood glucose may be released to the patient's doctor, but also to an emergency medical technician (EMT) at the scene of an emergency if the EMT requests the data using proper, verifiable medical credentials in a mobile electronic device.). Waterson discloses receiving, by the first portable computing device via the health related software platform, a health information query from the physician during the live communication session, the health information query requesting a first set of data of the plurality of health data elements, the first set of data being associated with the treatment and/or diagnosis of the patient by the physician (para. 21 & 55 of Waterson; A videoconference is initiated between the patient and a remote medical practitioner at a medical call center. Data is captured from the plurality of vital signs monitoring devices, plurality of medical sensors, the weight scale, and the height measurement device. The captured data is transmitted to the remote medical practitioner for diagnosis. Prescriptions are processed from the remote medical practitioner for the patient. Additional test requests by the remote medical practitioner for the patient are processed. Another embodiment further includes the steps of recognizing a card device of a patient, retrieving information from the card device, transmitting at least a portion of the information to the medical call center, and storing results of the diagnosis on the card device. Yet another embodiment further includes the steps of controlling positioning of the medical sensors in the patient chair in response to commands received from the remote medical practitioner. Still another embodiment further includes the steps of displaying an instructional video to the patient. A medical practitioner may then query the user/patient with questions associated with their medical condition. Furthermore, medical practitioner may request user/patient to create physical contact to their person with one or more tele-health devices provided via the tele-health cabin. Devices connected to the user/patient may communicate information via a communications link. Furthermore, communicated information may be displayed on the medical practitioner's display terminal.). Conrad discloses wherein the one or more sensor devices are included in the first portable personal computing device and/or included within one or more wearable devices of the patient (para. 41, 49, and 80 of Conrad; The wearable device can also include one or more data collection systems that do not make use of functionalized particles. For example, the wearable device can include sensors for measuring blood pressure, pulse rate, skin temperature, or other parameters. In another example, a wearable device may be configured to measure blood glucose.) and health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days (para. 53 of Conrad; The wearable device may obtain data in each of a plurality of measurement periods. The length of the measurement period may be set on the device itself or may be set remotely, for example, by instruction from a remote server. The device may be configured with many measurement periods each day--for example, continuous, every second, every minute, every hour, every 6 hours, etc.--or may be configured to take measurements once a week or once a month. The measurement periods can extend through a plurality of consecutive days (such as 30 or more days), and each of the consecutive days can include multiple measurement periods. In one example, the wearable device could measure the physiological parameters every hour, so that each of the consecutive days includes twenty-four measurement periods.) Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk, Waterson, and Conrad within Ekeroth. The motivation for doing so would have been so that the patient controls the transmission of all gathered data (para. 339 & 346 of Schibuk), for convenient and affordable access to primary healthcare without having to travel a significant distance for care via a remotely accessed tele-health system providing a plurality of vital signs monitoring devices in a secure manner (para. 10 of Waterson), and to non-invasively automatically detect and measure a plurality of physiological parameters of a person wearing the device and detect changes over time (para. 41 & 12 of Conrad). (B) Referring to claim 3, Ekeroth discloses the method further comprising: receiving an input, with the first portable personal computing device, as to a condition for which treatment and/or diagnosis is desired (page 21, line 19 — page 22, line 17 of Ekeroth). (C) Referring to claim 4, Ekeroth discloses further comprising: authorizing release of the identified first subset of data to the physician based on a second user input received via the first portable personal computing device (page 21, line 19 — page 22, line 17 of Ekeroth). (D) Referring to claim 5, Ekeroth discloses wherein the second user input is different from the first user input (page 21, line 19 — page 22, line 17 of Ekeroth). (E) Referring to claim 6, Ekeroth discloses wherein the plurality of health data elements includes any of: input or downloaded data, sensor data and laboratory values (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (F) Referring to claim 7, Ekeroth does not disclose wherein receiving the plurality of health data elements comprises receiving sensor data from the one or more sensors communicatively coupled with the first portable personal computing device, the sensor data relating to any of: activity level, activity tracking, respiration, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof. Schibuk discloses wherein receiving the plurality of health data elements comprises receiving sensor data from the one or more sensors communicatively coupled with the first portable personal computing device, the sensor data relating to any of: activity level, activity tracking, respiration, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof (para. 339 and 342 of Schibuk). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk and within Ekeroth. The motivation for doing so would have been for reading out the detected glucose level and other information useful to a patient (para. 338 of Schibuk). (G) Referring to claim 8, Ekeroth, Schibuk, and Waterson do not expressly disclose wherein the one or more sensors are included in one or more wearable devices that are wearable by the patient, each of the one or more wearable devices including a sensor that measures a health metric of the patient when worn by the patient. Conrad discloses wherein the one or more sensors are included in one or more wearable devices that are wearable by the patient, each of the one or more wearable devices including a sensor that measures a health metric of the patient when worn by the patient (para. 41 and 49 of Conrad). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Conrad within Ekeroth, Schibuk, and Waterson. The motivation for doing so would have been to non-invasively automatically detect and measure a plurality of physiological parameters of a person wearing the device (para. 41 of Conrad). (H) Referring to claim 33, Ekeroth, Schibuk, and Waterson do not expressly disclose wherein the one or more sensors include one or more wearable devices that are wearable by the patient, each including a sensor that measures a health metric of the patient when worn by the patient. Conrad discloses wherein the one or more sensors include one or more wearable devices that are wearable by the patient, each including a sensor that measures a health metric of the patient when worn by the patient (para. 41 and 49 of Conrad). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Conrad within Ekeroth, Schibuk, and Waterson. The motivation for doing so would have been to non-invasively automatically detect and measure a plurality of physiological parameters of a person wearing the device (para. 41 of Conrad). (I) Referring to claims 9 and 34, Ekeroth, Schibuk, and Waterson do not expressly disclose wherein the health metric corresponds to any of an activity level, activity tracking, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof. Conrad discloses wherein the health metric corresponds to any of an activity level, activity tracking, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof (para. 80 and 87 of Conrad). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Conrad within Ekeroth, Schibuk, and Waterson. The motivation for doing so would have been to non-invasively automatically detect and measure a plurality of physiological parameters of a person wearing the device (para. 41 of Conrad). (J) Referring to claims 10 and 35, Ekeroth, Schibuk, and Waterson do not expressly disclose wherein the health metric corresponds to blood glucose that is monitored by a wearable device such that the plurality of health data elements include blood glucose measurements obtained multiple times each day over the duration of time, the duration of time being one week or more, so as to facilitate treatment of diabetes. Conrad discloses wherein the health metric corresponds to blood glucose that is monitored by a wearable device such that the plurality of health data elements include blood glucose measurements obtained multiple times each day over the duration of time, the duration of time being one week or more, so as to facilitate treatment of diabetes (para. 53, 80, and 114 of Conrad). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Conrad within Ekeroth, Schibuk, and Waterson. The motivation for doing so would have to determine if the drug is not effective for the wearer (para. 80 of Conrad). (K) Referring to claim 11, Ekeroth discloses wherein initiating communication with the physician comprises establishing communication with a second computing device associated with the physician, wherein communication is established remotely through a server and/or through near field communication (page 21, line 19 — page 22, line 21 of Ekeroth). (L) Referring to claim 16, Ekeroth discloses wherein the first set of data includes any of: a patient's vital signs, one or more physiological measurements of the patient, a medication of the patient, a factor associated with a condition to be treated or diagnosed, or any combination thereof (see page 1, lines 14-21, page 4, lines 6-16, and page 21, line 19 — page 22, line 4 of Ekeroth). (M) Referring to claim 17, Ekeroth discloses further comprising: receiving an instruction to the patient, with the first portable personal computing device via the health related software platform during the live communication session, from the physician regarding the diagnosis and/or treatment (page 21, line 19 — page 22, line 17 of Ekeroth). (N) Referring to claim 18, Ekeroth discloses wherein the health related software platform of the first portable personal computing device has full access to all of the plurality of health elements collected, whereas the health related software platform of the physician computing device has access to the first subset of data but not the excluded second subset of data (page 1, lines 14-21 and page 21, line 19 — page 22, line 4 of Ekeroth). (O) Referring to claim 19, Ekeroth discloses A system for facilitating a treatment and/or diagnosis of a patient by a live communication session, the system comprising (page 21, line 19 — page 22, line 17 of Ekeroth): a first portable personal computing device of the patient that is operable by the patient or an associated caretaker (page 21, line 19 — page 22, line 17 of Ekeroth; note the patient using the e-health app on their mobile phone); a processor of the first portable personal computing device, the health related software platform having computer executable instructions configured to: initiate the live communication session with a physician computing device of the physician, through the health related software platform, using the communication module wherein the physician computing device comprises a corresponding health related software platform through which the live communication session is conducted (page 21, line 19 — page 22, line 17 of Ekeroth; Alice is feeling is worried about a skin rash on her youngest child. Instead of using regular telephony, she uses a health care app on her mobile used device. The e-health app is bundled with a collaborative workspace that patients and doctors can use to share media and data as well as run web application together, thus allowing them to experience a much richer communication than just plain voice. She calls to the health center by starting the e-health app and gets connected to a nurse, which answers the call using her smart phone device. Alice takes a photo of the rash using her mobile phone. By using a drag-and-drop interface she drags the picture into the collaborative workspace thus transforming the picture into a collaborative web widget.); identify by the first portable personal computing device, from the plurality of health data elements, a first subset of the first set of data that is selected or pre-authorized by the patient for communication to the physician, during the live communication session, based on the health information query and a first user input received with the first portable personal computing device, wherein the first subset includes at least some of the health data elements collected automatically prior to initiating communication with the physician and output to the physician during the live communication session, in response to a second input, the first subset of the first set of data that excludes a second subset of the first set of data from the first portable personal computing device to the physician computing device via the health related software platform so as to facilitate the treatment and/or the diagnosis of the patient by the physician, wherein the plurality of health data elements communicated are outside of the electronic medical record of the patient (see page 1, lines 14-21 and page 21, line 19 — page 22, line 17 of Ekeroth; note that Alice is feeling worried about a skin rash on her youngest child. Instead of using regular telephony, she uses a health care app on her mobile used device. The e-health app is bundled with a collaborative workspace that patients and doctors can use to share media and data as well as run web application together, thus allowing them to experience a much richer communication than just plain voice. She calls to the health center by starting the e-health app and gets connected to a nurse, which answers the call using her smart phone device. Alice takes a photo of the rash using her mobile phone. Note that the photo of the rash is on the patient’s phone and is therefore “outside the electronic medical record of the patient”). Ekeroth does not expressly disclose the first portable personal computing device including a wireless communication module for transmitting to and receiving data from a physician; a health information database accessible by the first portable personal computing device, wherein the health information database includes a plurality of health data elements of personal health information of the patient and including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days, by the first portable personal computing device communicatively coupled to the one or more sensor devices, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician, and wherein the one or more sensor devices are included in the first portable personal computing device and/or included within one or more wearable devices of the patient; the processor having a computer readable medium having stored thereon a health related software platform facilitating communication between the patient and the physician in a live communication session; receive by the first portable personal computing device, through the health related software platform during the live communication session, a health information query from the physician requesting a first set of personal health data of the plurality that is associated with the treating and/or diagnosis by the physician. Schibuk discloses a health information database accessible by the first portable personal computing device, wherein the health information database includes a plurality of health data elements of personal health information of the patient and including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time by the first portable personal computing device communicatively coupled to the one or more sensor devices, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician (Fig. 1, see para. 337-339 and 342 of Schibuk; The exemplary meter has a lancet for pricking the skin and drawing blood, a sensor for detecting the amount of glucose in a blood sample, and a digital video and audio display for reading out the detected glucose level and other information useful to a patient. An individual, such as patient 3310, possesses the exemplary glucometer 3320 and a smartphone 3330, as indicated by the broken lines. The glucometer communicates with the smartphone using Bluetooth, or other communications technology. In this embodiment, the patient receives glucometer 3320 from his doctor 3360 at a visit in which the doctor programs the glucometer with encryption information, as described more fully below. Patient 3310 proceeds to use glucometer 3320 according to its intended purpose; however, in embodiments according to this invention, the glucometer automatically transmits its glucose reading to smartphone 3330. Upon receiving the data, smartphone 3330 attempts to save the data to a medical database in trusted storage 3350. In particular, smartphone 3330 will determine which communications network 3340, if any, may be used to upload the data. The method begins with process 3410, in which a user acquires data using a data gathering device. In an exemplary embodiment, a glucometer senses a concentration of glucose in a patient blood sample. In process 3420 the gathered data are encrypted in the device, using a public encryption key of the phone's user. Once stored in the database, the data are now available for retrieval by appropriate, authorized individuals, such as doctors, police officers, co-workers, or others. An individual may be authorized to view that data based on several criteria which are discussed above. For example, data regarding a patient's blood glucose may be released to the patient's doctor, but also to an emergency medical technician (EMT) at the scene of an emergency if the EMT requests the data using proper, verifiable medical credentials in a mobile electronic device.) Waterson discloses the first portable personal computing device including a wireless communication module for transmitting to and receiving data from a physician and the processor having a computer readable medium having stored thereon a health related software platform facilitating communication between the patient and the physician in a live communication session (para. 40, 167, and 168 of Waterson; A connection may also be established using a cellphone or other wireless devices such as an iPad. The primary storage devices discussed may include any suitable computer-readable media. A bi-directional communication channel may be established with sufficient bandwidth to carry data for a digital video conference between user/patient and health care provider.); and receive by the first portable personal computing device, through the health related software platform during the live communication session, a health information query from the physician requesting a first set of personal health data of the plurality that is associated with the treating and/or diagnosis by the physician (para. 21, 55, and 168 of Waterson; A videoconference is initiated between the patient and a remote medical practitioner at a medical call center. Data is captured from the plurality of vital signs monitoring devices, plurality of medical sensors, the weight scale, and the height measurement device. The captured data is transmitted to the remote medical practitioner for diagnosis. Prescriptions are processed from the remote medical practitioner for the patient. Additional test requests by the remote medical practitioner for the patient are processed. Another embodiment further includes the steps of recognizing a card device of a patient, retrieving information from the card device, transmitting at least a portion of the information to the medical call center, and storing results of the diagnosis on the card device. Yet another embodiment further includes the steps of controlling positioning of the medical sensors in the patient chair in response to commands received from the remote medical practitioner. Still another embodiment further includes the steps of displaying an instructional video to the patient. A medical practitioner may then query the user/patient with questions associated with their medical condition. Furthermore, medical practitioner may request user/patient to create physical contact to their person with one or more tele-health devices provided via the tele-health cabin. Devices connected to the user/patient may communicate information via a communications link. Furthermore, communicated information may be displayed on the medical practitioner's display terminal.). Conrad discloses wherein the one or more sensor devices are included in the first portable personal computing device and/or included within one or more wearable devices of the patient (para. 41, 49, and 80 of Conrad; The wearable device can also include one or more data collection systems that do not make use of functionalized particles. For example, the wearable device can include sensors for measuring blood pressure, pulse rate, skin temperature, or other parameters. In another example, a wearable device may be configured to measure blood glucose.); and health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days (para. 53 of Conrad; The wearable device may obtain data in each of a plurality of measurement periods. The length of the measurement period may be set on the device itself or may be set remotely, for example, by instruction from a remote server. The device may be configured with many measurement periods each day--for example, continuous, every second, every minute, every hour, every 6 hours, etc.--or may be configured to take measurements once a week or once a month. The measurement periods can extend through a plurality of consecutive days (such as 30 or more days), and each of the consecutive days can include multiple measurement periods. In one example, the wearable device could measure the physiological parameters every hour, so that each of the consecutive days includes twenty-four measurement periods.) Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk, Waterson, and Conrad within Ekeroth. The motivation for doing so would have been so that the patient controls the transmission of all gathered data (para. 339 & 346 of Schibuk), for convenient and affordable access to primary healthcare without having to travel a significant distance for care via a remotely accessed tele-health system providing a plurality of vital signs monitoring devices in a secure manner (para. 10 of Waterson), and to non-invasively automatically detect and measure a plurality of physiological parameters of a person wearing the device and detect changes over time (para. 41 & 12 of Conrad). (P) Referring to claim 20, Ekeroth discloses wherein the instructions are further configured for: authorizing release of the identified first subset of data to the physician based on a second user input received via the first portable personal computing device (page 21, line 19 — page 22, line 21 of Ekeroth). (Q) Referring to claim 21, Ekeroth discloses wherein the second user input is different from the first user input (page 21, line 19 — page 22, line 17 of Ekeroth). (R) Referring to claim 22, Ekeroth discloses wherein the first portable device includes a user input, and the processor is further configured to initiate communication with the physician in response to receiving a command input by the patient and/or a caretaker of the patient with the user input (page 21, line 19 — page 22, line 17 of Ekeroth). (S) Referring to claim 23, Ekeroth discloses wherein the first portable personal computing device includes a graphical user interface and the processor is further configured to allow selection, with a user input, of the plurality of health data elements corresponding to the patient for whom communication with the physician is desired (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (T) Referring to claim 26, Ekeroth discloses further comprising: a graphical user interface of the first portable personal computing device, wherein the processor of the first portable personal computing device is configured to display, at least a portion of, the first set of data requested in the health information query and to allow selection of the first subset of the first set of data with the user input of the first portable personal computing device (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (U) Referring to claim 27, Ekeroth discloses wherein the plurality of health data elements includes any of: an input or downloaded data, sensor data and laboratory values (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (V) Referring to claim 28, Ekeroth discloses wherein input or downloaded data comprises data input by the patient (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (W) Referring to claim 29, Ekeroth does not expressly disclose wherein the one or more sensors are adapted to obtain sensor data and are communicatively coupled with the first portable personal computing device such that the plurality of health data elements include sensor data from the one or more sensors. Schibuk discloses wherein the one or more sensors are adapted to obtain sensor data and are communicatively coupled with the first portable personal computing device such that the plurality of health data elements include sensor data from the one or more sensors (para. 339 and 342 of Schibuk). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk and within Ekeroth. The motivation for doing so would have been for reading out the detected glucose level and other information useful to a patient (para. 338 of Schibuk). (X) Referring to claim 30, Ekeroth does not expressly disclose wherein the one or more sensors are configured to obtain sensor data relating to any of: activity level, activity tracking, respiration, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof. Schibuk discloses wherein the one or more sensors are configured to obtain sensor data relating to any of: activity level, activity tracking, respiration, body temperature, heart wellness data, hydration levels, perspiration, blood glucose, salinity, sleep cycles, posture, 02 levels, muscle engagement, or any combination thereof (para. 339 and 342 of Schibuk). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk and within Ekeroth. The motivation for doing so would have been for reading out the detected glucose level and other information useful to a patient (para. 338 of Schibuk). (Y) Referring to claim 31, Ekeroth does not expressly disclose wherein the one or more sensors are configured to obtain sensor data over a duration of time and the processor is configured such that the sensor data is obtained automatically over the duration of time. Schibuk discloses wherein the one or more sensors are configured to obtain sensor data over a duration of time and the processor is configured such that the sensor data is obtained automatically over the duration of time (para. 338, 339, and 342 of Schibuk). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk and within Ekeroth. The motivation for doing so would have been for reading out the detected glucose level and other information useful to a patient (para. 338 of Schibuk). (Z) Referring to claim 32, Ekeroth discloses wherein at least some of the one or more sensors are incorporated into the first portable personal computing device (page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (W) Referring to claim 36, Ekeroth does not expressly disclose wherein the one or more sensors and the processor are configured such that the sensor data is automatically communicated to the first portable device for inclusion in the plurality of health data elements stored within the health information database. Schibuk discloses wherein the one or more sensors and the processor are configured such that the sensor data is automatically communicated to the first portable device for inclusion in the plurality of health data elements stored within the health information database (para. 339 of Schibuk). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Schibuk and within Ekeroth. The motivation for doing so would have been to publish the data to trusted storage for later retrieval by a trusted individual (para. 338 of Schibuk). (AA) Referring to claim 37, Ekeroth discloses wherein at least some of the plurality of health data elements are not specific to a health condition being treated and/or diagnosed by the system (Fig. 1, page 21, line 19 — page 22, line 17 and page 1, lines 14-21 of Ekeroth). (BB) Referring to claim 38, Ekeroth discloses wherein the processor of the first portable personal computing device is further configured to: receive an instruction to the patient, with the first portable personal computing device via the health related software platform during the live communication session, from the physician regarding the diagnosis and/or treatment (page 21, line 19 — page 22, line 17 of Ekeroth). (CC) Referring to claim 39, Ekeroth discloses wherein the health related software platform of the first portable personal computing device has full access to all the plurality of health elements collected and wherein the physician computing device is separately coupled with the electronic medical record of the patient (page 1, lines 14-21, page 4, lines 2-16, and page 21, line 19 — page 22, line 4 of Ekeroth). Claim(s) 2, 24, and 25 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ekeroth (WO 2012/173541 A1), in view of Schibuk (US 2009/0132813 A1), in view of Waterson et al. (US 2012/0179479 A1), in view of Conrad et al. (US 2014/0378777 A1), and further in view of Hamm et al. (US 2013/0060576 A1). (A) Referring to claim 2, Ekeroth, Schibuk, Waterson, and Conrad do not disclose the method further comprising: receiving a selection of the physician from a plurality of physicians displayed on a graphical user interface of the first portable device via the health related software platform. Hamm discloses receiving a selection of the physician from a plurality of physicians displayed on a graphical user interface of the first portable device via the health related software platform (para. 53 & 164 of Hamm). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned feature of Hamm within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to match a patient with a doctor and schedule an appointment (para. 164 of Hamm). (B) Referring to claim 24, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the first portable personal computing device includes a graphical user interface and the processor is further configured to allow selection of the physician from a plurality of physicians displayed on the graphical user interface with the user input. Hamm discloses wherein the first portable personal computing device includes a graphical user interface and the processor is further configured to allow selection of the physician from a plurality of physicians displayed on the graphical user interface with the user input (para. 164 & 165 of Hamm). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned feature of Hamm within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to begin a telemedicine consultation (para. 165 of Hamm). (C) Referring to claim 25, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the processor is further configured to display a plurality of physicians on a graphical user interface of the first portable device based on a condition desired to be treated and/or diagnosed received from the user input. Hamm discloses wherein the processor is further configured to display a plurality of physicians on a graphical user interface of the first portable device based on a condition desired to be treated and/or diagnosed received from the user input (para. 164 of Hamm). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned feature of Hamm within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to filter results based on criteria (para. 164 of Hamm). Claim(s) 12-15 is/are rejected under 35 U.S.C. 103 as being unpatentable over Ekeroth (WO 2012/173541 A1), in view of Schibuk (US 2009/0132813 A1), in view of Waterson et al. (US 2012/0179479 A1), in view of Conrad et al. (US 2014/0378777 A1), and further in view of Mayaud (US 2002/0042726 A1). (A) Referring to claim 12, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the first set of data is determined based on receiving of a categorical selection input by the physician with the second computing device, the categorical selection being selected from categories of: a specialty or sub-specialty, a medication or class of medication, and a condition or class of conditions for which the patient is being diagnosed and/or treated. Mayaud discloses wherein the first set of data is determined based on receiving of a categorical selection input by the physician with the second computing device, the categorical selection being selected from categories of: a specialty or sub-specialty, a medication or class of medication, and a condition or class of conditions for which the patient is being diagnosed and/or treated (Fig. 3 and para. 147, 199, and 234 of Mayaud) Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned feature of Mayaud within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to provide a physician user with substantially all available relevant prescribing information on drugs (para. 199 of Mayaud). (B) Referring to claim 13, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the categories comprise the condition being diagnosed and/or treated, the condition including any of: a symptom, an injury, a disability, a disorder, a syndrome, an infection, dysfunction, pain or a disease. Mayaud discloses wherein the categories comprise the condition being diagnosed and/or treated, the condition including any of: a symptom, an injury, a disability, a disorder, a syndrome, an infection, dysfunction, pain or a disease (Fig. 3 and para. 234 of Mayaud) Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned feature of Mayaud within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to enable a prescriber to approach selection of a treatment drug by first specifying a diagnosed condition (para. 234 of Mayaud). (C) Referring to claim 14, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the categories comprise a class or type of medication grouped according to any of: chemical structure, mechanism of action, and purpose. Mayaud discloses wherein the categories comprise a class or type of medication grouped according to any of: chemical structure, mechanism of action, and purpose (Fig. 6 and para. 252-254 of Mayaud). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Mayaud within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to assist the physician in prescribing effective drugs (para. 252 of Mayaud). (D) Referring to claim 15, Ekeroth, Schibuk, Waterson, and Conrad do not disclose wherein the first set of data being requested is determined with the second computing device, at least in part, on one or more attributes of the patient, the attribute comprising one or more of: a risk factor associated with a condition being diagnosed and/or treated, a drug allergy, age, weight, gender, race, geographical location, ethnic background, a previously diagnosed condition, and a disease state. Mayaud discloses wherein the first set of data being requested is determined with the second computing device, at least in part, on one or more attributes of the patient, the attribute comprising one or more of: a risk factor associated with a condition being diagnosed and/or treated, a drug allergy, age, weight, gender, race, geographical location, ethnic background, a previously diagnosed condition, and a disease state (para. 132-135, 148, 149, 189, and Fig. 2 of Mayaud). Before the effective filing date of the claimed invention, it would have been obvious to a person of ordinary skill in the art to combine the aforementioned features of Mayaud within Ekeroth, Schibuk, Waterson, and Conrad. The motivation for doing so would have been to make appropriate drug selections (para. 189 of Mayaud). Response to Arguments Applicant's arguments filed 11/21/25 have been fully considered but they are not persuasive. Applicant’s arguments will be addressed hereinbelow in the order in which they appear in the response filed 11/21/25. (1) Applicant respectfully requests the rejections under § 101 be withdrawn. (2) Applicant argues that the cited references fail to teach or suggest the claimed approach. (A) As per the first argument, see 101 rejection above which explains that the claims recite generic computer components performing generic computer functions. The software platform, first portable personal computing device, one or more sensors of one or more sensor devices, one or more wearable devices, computing device, wireless communication module, database, processor, and computer readable medium are recited at a high-level of generality (i.e., as generic computer components performing generic computer functions of receiving data, identifying data, collecting data, receiving inputs, and outputting data) such that it amounts no more than mere instructions to apply the exception using generic computer components. The claims recite the additional limitation of data elements automatically collected from one or more sensors of one or more sensor devices. Such steps would be routinely used by those of ordinary skill in the art and are well-understood, routine and conventional activities specified at a high level of generality. It is mere data gathering in conjunction with the abstract idea and therefore adds insignificant extrasolution activity to the judicial exception. Accordingly, these additional elements do not integrate the abstract idea into a practical application because it does not impose any meaningful limits on practicing the abstract idea. The claims are directed to an abstract idea. Regarding the additional limitations directed to live communication with a physician computing device and a portable computing device and outputting data from the portable personal computing device to the physician computing device, and the portable personal computing device receiving a query, all of which the Examiner submits merely add insignificant extra-solution activity to the abstract idea or are claimed in a merely generic manner (e.g., at a high level of generality), the Examiner further submits that such steps are not unconventional as they merely consist of receiving and transmitting data over a network. See MPEP 2106.05(d)(II). Furthermore, it is unclear from Applicant’s arguments how generic computer functions such as identifying and outputting information provide an improvement and are not conventional. Applicant is reminded that limitations that are indicative of integration into a practical application when recited in a claim with a judicial exception include: Improvements to the functioning of a computer, or to any other technology or technical field, as discussed in MPEP 2106.05(a); Applying or using a judicial exception to effect a particular treatment or prophylaxis for disease or medical condition – see Vanda Memo Applying the judicial exception with, or by use of, a particular machine, as discussed in MPEP 2106.05(b); Effecting a transformation or reduction of a particular article to a different state or thing, as discussed in MPEP 2106.05(c); and Applying or using the judicial exception in some other meaningful way beyond generally linking the use of the judicial exception to a particular technological environment, such that the claim as a whole is more than a drafting effort designed to monopolize the exception , as discussed in MPEP 2106.05(e) and the Vanda Memo issued in June 2018. Limitations that are not indicative of integration into a practical application when recited in a claim with a judicial exception include: Adding the words “apply it” (or an equivalent) with the judicial exception, or mere instructions to implement an abstract idea on a computer, or merely uses a computer as a tool to perform an abstract idea, as discussed in MPEP 2106.05(f); Adding insignificant extra-solution activity to the judicial exception, as discussed in MPEP 2106.05(g); and Generally linking the use of the judicial exception to a particular technological environment or field of use, as discussed in MPEP 2106.05(h). (B) As per the second argument, see modified 103 rejection above. Note that Conrad discloses health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time exceeding a few days (para. 53 of Conrad; The wearable device may obtain data in each of a plurality of measurement periods. The length of the measurement period may be set on the device itself or may be set remotely, for example, by instruction from a remote server. The device may be configured with many measurement periods each day--for example, continuous, every second, every minute, every hour, every 6 hours, etc.--or may be configured to take measurements once a week or once a month. The measurement periods can extend through a plurality of consecutive days (such as 30 or more days), and each of the consecutive days can include multiple measurement periods. In one example, the wearable device could measure the physiological parameters every hour, so that each of the consecutive days includes twenty-four measurement periods.). Applicant’s arguments regarding Schibuk are not persuasive as the patient possesses the glucometer and a smartphone and the glucometer gathers data, not a human. Schibuk was relied upon to disclose prior to using a health related software platform for interfacing with a physician, receiving, with a first portable personal computing device of the patient, a plurality of health data elements relating to the patient including health data elements automatically collected from one or more sensors of one or more sensor devices over a duration of time, the one or more sensor devices being communicatively coupled with the first portable personal computing device, wherein the plurality of health data elements are outside of any electronic medical record of the patient accessible by the physician (Fig. 1, see para. 337-339 and 342 of Schibuk; The exemplary meter has a lancet for pricking the skin and drawing blood, a sensor for detecting the amount of glucose in a blood sample, and a digital video and audio display for reading out the detected glucose level and other information useful to a patient. An individual, such as patient 3310, possesses the exemplary glucometer 3320 and a smartphone 3330, as indicated by the broken lines. The glucometer communicates with the smartphone using Bluetooth, or other communications technology. In this embodiment, the patient receives glucometer 3320 from his doctor 3360 at a visit in which the doctor programs the glucometer with encryption information, as described more fully below. Patient 3310 proceeds to use glucometer 3320 according to its intended purpose; however, in embodiments according to this invention, the glucometer automatically transmits its glucose reading to smartphone 3330. Upon receiving the data, smartphone 3330 attempts to save the data to a medical database in trusted storage 3350. In particular, smartphone 3330 will determine which communications network 3340, if any, may be used to upload the data. The method begins with process 3410, in which a user acquires data using a data gathering device. In an exemplary embodiment, a glucometer senses a concentration of glucose in a patient blood sample. In process 3420 the gathered data are encrypted in the device, using a public encryption key of the phone's user. Once stored in the database, the data are now available for retrieval by appropriate, authorized individuals, such as doctors, police officers, co-workers, or others. An individual may be authorized to view that data based on several criteria which are discussed above. For example, data regarding a patient's blood glucose may be released to the patient's doctor, but also to an emergency medical technician (EMT) at the scene of an emergency if the EMT requests the data using proper, verifiable medical credentials in a mobile electronic device.). In response to applicant's additional arguments regarding Schibuk and Waterson (that the health data is not output to the physician during a live session, a subset of the data is not selected/authorized, health data is not personal, etc.), the test for obviousness is not whether the features of a secondary reference may be bodily incorporated into the structure of the primary reference; nor is it that the claimed invention must be expressly suggested in any one or all of the references. Rather, the test is what the combined teachings of the references would have suggested to those of ordinary skill in the art. See In re Keller, 642 F.2d 413, 208 USPQ 871 (CCPA 1981). In response to applicant's arguments against the references individually, one cannot show nonobviousness by attacking references individually where the rejections are based on combinations of references. See In re Keller, 642 F.2d 413, 208 USPQ 871 (CCPA 1981); In re Merck & Co., 800 F.2d 1091, 231 USPQ 375 (Fed. Cir. 1986). Conclusion Applicant's amendment necessitated the new ground(s) of rejection presented in this Office action. Accordingly, THIS ACTION IS MADE FINAL. See MPEP § 706.07(a). Applicant is reminded of the extension of time policy as set forth in 37 CFR 1.136(a). A shortened statutory period for reply to this final action is set to expire THREE MONTHS from the mailing date of this action. In the event a first reply is filed within TWO MONTHS of the mailing date of this final action and the advisory action is not mailed until after the end of the THREE-MONTH shortened statutory period, then the shortened statutory period will expire on the date the advisory action is mailed, and any nonprovisional extension fee (37 CFR 1.17(a)) pursuant to 37 CFR 1.136(a) will be calculated from the mailing date of the advisory action. In no event, however, will the statutory period for reply expire later than SIX MONTHS from the mailing date of this final action. Any inquiry concerning this communication or earlier communications from the examiner should be directed to LENA NAJARIAN whose telephone number is (571)272-7072. The examiner can normally be reached Monday - Friday 9:30 am-6 pm. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Mamon Obeid can be reached at (571)270-1813. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /LENA NAJARIAN/Primary Examiner, Art Unit 3687
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Prosecution Timeline

Jun 29, 2023
Application Filed
Aug 19, 2025
Non-Final Rejection — §101, §103, §112
Nov 17, 2025
Applicant Interview (Telephonic)
Nov 18, 2025
Examiner Interview Summary
Nov 21, 2025
Response Filed
Feb 26, 2026
Final Rejection — §101, §103, §112 (current)

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

3-4
Expected OA Rounds
38%
Grant Probability
78%
With Interview (+39.3%)
5y 0m
Median Time to Grant
Moderate
PTA Risk
Based on 464 resolved cases by this examiner. Grant probability derived from career allow rate.

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