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 .
Claim Interpretation
The following is a quotation of 35 U.S.C. 112(f):
(f) Element in Claim for a Combination. – An element in a claim for a combination may be expressed as a means or step for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof.
The following is a quotation of pre-AIA 35 U.S.C. 112, sixth paragraph:
An element in a claim for a combination may be expressed as a means or step for performing a specified function without the recital of structure, material, or acts in support thereof, and such claim shall be construed to cover the corresponding structure, material, or acts described in the specification and equivalents thereof.
The claims in this application are given their broadest reasonable interpretation using the plain meaning of the claim language in light of the specification as it would be understood by one of ordinary skill in the art. The broadest reasonable interpretation of a claim element (also commonly referred to as a claim limitation) is limited by the description in the specification when 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is invoked.
As explained in MPEP § 2181, subsection I, claim limitations that meet the following three-prong test will be interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph:
(A) the claim limitation uses the term “means” or “step” or a term used as a substitute for “means” that is a generic placeholder (also called a nonce term or a non-structural term having no specific structural meaning) for performing the claimed function;
(B) the term “means” or “step” or the generic placeholder is modified by functional language, typically, but not always linked by the transition word “for” (e.g., “means for”) or another linking word or phrase, such as “configured to” or “so that”; and
(C) the term “means” or “step” or the generic placeholder is not modified by sufficient structure, material, or acts for performing the claimed function.
Use of the word “means” (or “step”) in a claim with functional language creates a rebuttable presumption that the claim limitation is to be treated in accordance with 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. The presumption that the claim limitation is interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is rebutted when the claim limitation recites sufficient structure, material, or acts to entirely perform the recited function.
Absence of the word “means” (or “step”) in a claim creates a rebuttable presumption that the claim limitation is not to be treated in accordance with 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph. The presumption that the claim limitation is not interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, is rebutted when the claim limitation recites function without reciting sufficient structure, material or acts to entirely perform the recited function.
Claim limitations in this application that use the word “means” (or “step”) are being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, except as otherwise indicated in an Office action. Conversely, claim limitations in this application that do not use the word “means” (or “step”) are not being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, except as otherwise indicated in an Office action.
This application includes one or more claim limitations that do not use the word “means,” but are nonetheless being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, because the claim limitation(s) uses a generic placeholder that is coupled with functional language without reciting sufficient structure to perform the recited function and the generic placeholder is not preceded by a structural modifier. Such claim limitation(s) is/are:
The limitations encompassing the ‘computing device’ in claim(s) 1-4, 7, 9-12, and 15.
Because this/these claim limitation(s) is/are being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, it/they is/are being interpreted to cover the corresponding structure described in the specification as performing the claimed function, and equivalents thereof.
If applicant does not intend to have this/these limitation(s) interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph, applicant may: (1) amend the claim limitation(s) to avoid it/them being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph (e.g., by reciting sufficient structure to perform the claimed function); or (2) present a sufficient showing that the claim limitation(s) recite(s) sufficient structure to perform the claimed function so as to avoid it/them being interpreted under 35 U.S.C. 112(f) or pre-AIA 35 U.S.C. 112, sixth paragraph.
Claim Objections
Claim(s) 2 and 10 is/are objected to because of the following informalities; appropriate correction is required:
The term ‘slop’ in claim(s) 2 should be amended to recite ‘slope’.
The term ‘an user interface’ in claim(s) 2 and 10 should be amended to recite ‘a user interface’.
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.
Claim(s) 1-15 is/are rejected under 35 U.S.C. 101 because the claimed invention is directed to an abstract idea without significantly more.
Representative claim(s) 1 recites
A gait balance monitoring system, comprise:
a sensor, disposed on a torso of a subject,
wherein when the subject performs gait tests on a plurality of terrains, the sensor is configured to measure pieces of raw gait data on the plurality of terrains;
and a computing device, coupled to the sensor, and configured to perform data processing on the pieces of raw gait data to obtain a plurality of gait data,
wherein the computing device is configured to analyze the plurality of gait data to generate a plurality of gait balance scores corresponding to the plurality of gait data so as to transmit the plurality of gait data and the plurality of gait balance scores to a server.
(abstract portions shown in emphasis)
Step 2A Prong One
The recitation of analyzing data to generate scores encompasses performance of the limitation in the mind but for the recitation of mere extrasolutionary activity (i.e., mere data gathering and/or nominal output) and/or otherwise nominal and generic computer elements (2019 Patent Eligibility Guidance – hereafter ‘2019 PEG’ - p. 55; see also MPEP § 2106.05(a), (d) and (g)) (e.g., processing ‘units’).
For example, but for the recitation of obtaining/acquiring data and/or generic processing ‘units’ / functional steps to perform abstract limitations, the steps of ‘analyzing’ and ‘generating’ encompasses a clinician (mentally) reviewing sensor data to (mentally) score a subject’s movement.
If a claim, under BRI, covers performance of the limitations in the mind but for the mere recitation of extrasolutionary activity (and/or otherwise generic computing elements) then the claim falls within the “Mental Processes” grouping of abstract ideas. Accordingly, the claim recites an abstract idea under step 2A prong one of the Mayo framework as set forth in the 2019 PEG.
Step 2A Prong Two
This judicial exception is not integrated into a practical application. Claim 1 only recites additional elements of extrasolutionary activity — in particular, obtaining data via a sensor to then forward to a server — and/or generic computing structures / elements without further sufficient detail that would tie the abstract portions of the claim into a specific practical application (2019 PEG p. 55 - the instant claim, for example, does not tie into a particular machine, a sufficiently particular form of data or signal collection — via the claimed data obtaining, or a sufficiently particular form of display or computing/processing architecture / structure).
Independent claim(s) 9 encounter the same issues as claim(s) 1 mutatis mutandis.
Dependent claim(s) 2, 3, 7, 8, 10, 11, 15 encounter substantially the same issues as the independent claim(s) from which they depend in that they encompass further generic extrasolutionary activity (generic data gathering and nominal display) and/or generic computing elements (storage, memory per se).
Dependent claim(s) 4-6 and 12-14 merely add detail to the abstract portions of the claim but do not otherwise encompass any additional elements which tie the claim(s) into a particular application / integration (the dependent claim(s) reciting generic ‘units’ or ‘steps’ which encompass mere computer instructions to carry out an otherwise wholly abstract idea).
Accordingly, the claim(s) are not integrated into a practical application under step 2A prong two.
Step 2B
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 of extrasolutionary activity (data gathering and display outputting) and generic computing elements cannot amount to significantly more than an abstract idea.
For the independent claim portions and dependent claims which provide additional elements of extrasolutionary data gathering, MPEP § 2106.05(g) establishes that mere data gathering for determining a result does not amount to significantly more:
2106.05(g) Insignificant Extra-Solution Activity
Another consideration when determining whether a claim integrates the judicial exception into a practical application in Step 2A Prong Two or recites significantly more in Step 2B is whether the additional elements add more than insignificant extra-solution activity to the judicial exception. The term "extra-solution activity" can be understood as activities incidental to the primary process or product that are merely a nominal or tangential addition to the claim. Extra-solution activity includes both pre-solution and post-solution activity. An example of pre-solution activity is a step of gathering data for use in a claimed process, e.g., a step of obtaining information about credit card transactions, which is recited as part of a claimed process of analyzing and manipulating the gathered information by a series of steps in order to detect whether the transactions were fraudulent. An example of post-solution activity is an element that is not integrated into the claim as a whole, e.g., a printer that is used to output a report of fraudulent transactions, which is recited in a claim to a computer programmed to analyze and manipulate information about credit card transactions in order to detect whether the transactions were fraudulent.
As explained by the Supreme Court, the addition of insignificant extra-solution activity does not amount to an inventive concept, particularly when the activity is well-understood or conventional. Parker v. Flook, 437 U.S. 584, 588-89, 198 USPQ 193, 196 (1978). In Flook, the Court reasoned that "[t]he notion that post-solution activity, no matter how conventional or obvious in itself, can transform an unpatentable principle into a patentable process exalts form over substance. A competent draftsman could attach some form of post-solution activity to almost any mathematical formula". 437 U.S. at 590; 198 USPQ at 197; Id. (holding that step of adjusting an alarm limit variable to a figure computed according to a mathematical formula was "post-solution activity"). See also Mayo Collaborative Servs. v. Prometheus Labs. Inc., 566 U.S. 66, 79, 101 USPQ2d 1961, 1968 (2012) (additional element of measuring metabolites of a drug administered to a patient was insignificant extra-solution activity).
Examiners should carefully consider each claim on its own merits, as well as evaluate all other relevant considerations, before making a determination of whether an element (or combination of elements) is insignificant extra-solution activity. In particular, evaluation of the particular machine and particular transformation considerations (see MPEP § 2106.05(b) and (c), respectively), the well-understood, routine, conventional consideration (see MPEP § 2106.05(d)), and the field of use and technological environment consideration (see MPEP § 2106.05(h)) may assist examiners in making a determination of whether an element (or combination of elements) is insignificant extra-solution activity. Note, however, that examiners should not evaluate the well-understood, routine, conventional consideration in the Step 2A Prong Two analysis, because that consideration is only evaluated in Step 2B.
This consideration is similar to factors used in past Office guidance (for example, the now superseded Bilski and Mayo analyses) that were described as mere data gathering in conjunction with a law of nature or abstract idea. When determining whether an additional element is insignificant extra-solution activity, examiners may consider the following:
(1) Whether the extra-solution limitation is well known. See Bilski v. Kappos, 561 U.S. 593, 611-12, 95 USPQ2d 1001, 1010 (2010) (well-known random analysis techniques to establish the inputs of an equation were token extra-solution activity); Flook, 437 U.S. at 593-95, 198 USPQ at 197 (a formula would not be patentable by only indicating that is could be usefully applied to existing surveying techniques); Intellectual Ventures I LLC v. Erie Indem. Co., 850 F.3d 1315, 1328-29, 121 USPQ2d 1928, 1937 (Fed. Cir. 2017) (the use of a well-known XML tag to form an index was deemed token extra-solution activity). Because this overlaps with the well-understood, routine, conventional consideration, it should not be considered in the Step 2A Prong Two extra-solution activity analysis.
(2) Whether the limitation is significant (i.e. it imposes meaningful limits on the claim such that it is not nominally or tangentially related to the invention). See Ultramercial, Inc. v. Hulu, LLC, 772 F.3d 709, 715-16, 112 USPQ2d 1750, 1755 (Fed. Cir. 2014) (restricting public access to media was found to be insignificant extra-solution activity); Apple, Inc. v. Ameranth, Inc., 842 F.3d 1229, 1242, 120 USPQ2d 1844, 1855 (Fed. Cir. 2016) (in patents regarding electronic menus, features related to types of ordering were found to be insignificant extra-solution activity). This is considered in Step 2A Prong Two and Step 2B.
(3) Whether the limitation amounts to necessary data gathering and outputting, (i.e., all uses of the recited judicial exception require such data gathering or data output). See Mayo, 566 U.S. at 79, 101 USPQ2d at 1968; OIP Techs., Inc. v. Amazon.com, Inc., 788 F.3d 1359, 1363, 115 USPQ2d 1090, 1092-93 (Fed. Cir. 2015) (presenting offers and gathering statistics amounted to mere data gathering). This is considered in Step 2A Prong Two and Step 2B.
Below are examples of activities that the courts have found to be insignificant extra-solution activity:
Mere Data Gathering:
i. Performing clinical tests on individuals to obtain input for an equation, In re Grams, 888 F.2d 835, 839-40; 12 USPQ2d 1824, 1827-28 (Fed. Cir. 1989);
Some cases have identified insignificant computer implementation as an example of insignificant extra-solution activity. See e.g., Fort Props., Inc. v. Am. Master Lease LLC, 671 F.3d 1317, 1323-24, 101 USPQ2d 1785, 1789-90 (Fed. Cir. 2012); Bancorp Servs., LLC v. Sun Life Assur. Co. of Canada, 687 F.3d 1266, 1280-81, 103 USPQ2d 1425, 1434-35 (Fed. Cir. 2012). Other cases have considered these types of limitations as mere instructions to apply a judicial exception. See MPEP § 2106.05(f) for more information about insignificant computer implementation.
For claim limitations that add insignificant extra-solution activity to the judicial exception (e.g., mere data gathering in conjunction with a law of nature or abstract idea), examiners should explain in an eligibility rejection why they do not meaningfully limit the claim. For example, an examiner could explain that adding a final step of storing data to a process that only recites computing the area of a space (a mathematical relationship) does not add a meaningful limitation to the process of computing the area. For more information on formulating a subject matter eligibility rejection, see MPEP § 2106.07(a).
The extrasolutionary activity/step(s) of obtaining data via a torso IMU and user inputs via a button as presently recited, cannot provide an inventive concept which amounts to significantly more than the recited abstract idea.
For the independent claims as well as the dependent claims merely reciting generic computer elements and activity (memory/storage, processing units), MPEP § 2106.05(d)(II) establishes computer-based elements which are considered to be well-understood, routine, and conventional when recited at a high level of generality
II. ELEMENTS THAT THE COURTS HAVE RECOGNIZED AS WELL-UNDERSTOOD, ROUTINE, CONVENTIONAL ACTIVITY IN PARTICULAR FIELDS
Because examiners should rely on what the courts have recognized, or those of ordinary skill in the art would recognize, as elements that describe well‐understood, routine activities, the following section provides examples of elements that have been recognized by the courts as well-understood, routine, conventional activity in particular fields. It should be noted, however, that many of these examples failed to satisfy other considerations (e.g., because they were recited at a high level of generality and thus were mere instructions to apply an exception, or were insignificant extra-solution activity). Thus, examiners should carefully analyze additional elements in a claim with respect to all relevant Step 2B considerations, including this consideration, before making a conclusion as to whether they amount to an inventive concept.
The courts have recognized the following computer functions as well‐understood, routine, and conventional functions when they are claimed in a merely generic manner (e.g., at a high level of generality) or as insignificant extra-solution activity.
i. Receiving or transmitting data over a network, e.g., using the Internet to gather data, Symantec, 838 F.3d at 1321, 120 USPQ2d at 1362 (utilizing an intermediary computer to forward information); TLI Communications LLC v. AV Auto. LLC, 823 F.3d 607, 610, 118 USPQ2d 1744, 1745 (Fed. Cir. 2016) (using a telephone for image transmission); OIP Techs., Inc., v. Amazon.com, Inc., 788 F.3d 1359, 1363, 115 USPQ2d 1090, 1093 (Fed. Cir. 2015) (sending messages over a network); buySAFE, Inc. v. Google, Inc., 765 F.3d 1350, 1355, 112 USPQ2d 1093, 1096 (Fed. Cir. 2014) (computer receives and sends information over a network); but see DDR Holdings, LLC v. Hotels.com, L.P., 773 F.3d 1245, 1258, 113 USPQ2d 1097, 1106 (Fed. Cir. 2014) ("Unlike the claims in Ultramercial, the claims at issue here specify how interactions with the Internet are manipulated to yield a desired result‐‐a result that overrides the routine and conventional sequence of events ordinarily triggered by the click of a hyperlink." (emphasis added));
ii. Performing repetitive calculations, Flook, 437 U.S. at 594, 198 USPQ2d at 199 (recomputing or readjusting alarm limit values); Bancorp Services v. Sun Life, 687 F.3d 1266, 1278, 103 USPQ2d 1425, 1433 (Fed. Cir. 2012) ("The computer required by some of Bancorp’s claims is employed only for its most basic function, the performance of repetitive calculations, and as such does not impose meaningful limits on the scope of those claims.");
iii. Electronic recordkeeping, Alice Corp. Pty. Ltd. v. CLS Bank Int'l, 573 U.S. 208, 225, 110 USPQ2d 1984 (2014) (creating and maintaining "shadow accounts"); Ultramercial, 772 F.3d at 716, 112 USPQ2d at 1755 (updating an activity log);
iv. Storing and retrieving information in memory, Versata Dev. Group, Inc. v. SAP Am., Inc., 793 F.3d 1306, 1334, 115 USPQ2d 1681, 1701 (Fed. Cir. 2015); OIP Techs., 788 F.3d at 1363, 115 USPQ2d at 1092-93;
v. Electronically scanning or extracting data from a physical document, Content Extraction and Transmission, LLC v. Wells Fargo Bank, 776 F.3d 1343, 1348, 113 USPQ2d 1354, 1358 (Fed. Cir. 2014) (optical character recognition); and
vi. A Web browser’s back and forward button functionality, Internet Patent Corp. v. Active Network, Inc., 790 F.3d 1343, 1348, 115 USPQ2d 1414, 1418 (Fed. Cir. 2015).
Accordingly, the computer elements, as presently limited, cannot provide an inventive concept since they fall under a generic structure and/or function that does not add a meaningful additional feature to the judicial exception(s) of the claim(s). The claim(s) are not patent eligible under step 2B.
Section 33(a) of the America Invents Act reads as follows:
Notwithstanding any other provision of law, no patent may issue on a claim directed to or encompassing a human organism.
Claims 1-8 rejected under 35 U.S.C. 101 and section 33(a) of the America Invents Act as being directed to or encompassing a human organism. See also Animals - Patentability, 1077 Off. Gaz. Pat. Office 24 (April 21, 1987) (indicating that human organisms are excluded from the scope of patentable subject matter under 35 U.S.C. 101).
Claim(s) 1 recites a sensor ‘disposed on a torso of a subject’ which actively recites the sensor as contacting, and thus encompassing, a portion of a human body. Examiner suggests amending the claims(s) to recite a sensor ‘configured to be disposed on a torso of a subject’ and interprets the claim(s) as such.
Claim(s) 2-8 are rejected due to their dependence on claim(s) 1.
Claim Rejections - 35 USC § 102
The following is a quotation of the appropriate paragraphs of 35 U.S.C. 102 that form the basis for the rejections under this section made in this Office action:
A person shall be entitled to a patent unless –
(a)(1) the claimed invention was patented, described in a printed publication, or in public use, on sale or otherwise available to the public before the effective filing date of the claimed invention.
(a)(2) the claimed invention was described in a patent issued under section 151, or in an application for patent published or deemed published under section 122(b), in which the patent or application, as the case may be, names another inventor and was effectively filed before the effective filing date of the claimed invention.
Examiner notes: for brevity, economy, and clarity of reading, select of the claims may be addressed jointly herein when instances of limitations with verbatim or near-verbatim similarity are recited in the body of differently numbered claims and/or when multiple different limitations are clearly addressed by a same/similar citation to/within a reference.
Claim(s) 1, 4, 5, 7-9, 12, 13, 15 is/are rejected under 35 U.S.C. 102(a)(1) as being anticipated by Fukushi (US 20200054249 A1).
For claims 1 and 9, Fukushi teaches A gait balance monitoring system and method, comprise:
a sensor, [1000] disposed on a torso of a subject, [see § 101 rejection of this claim(s) for this language actively encompassing human body parts, consider at least smartphone in ¶57 can be mounted on torso of subject]
wherein when the subject performs gait tests on a plurality of terrains, the sensor is configured to measure pieces of raw gait data on the plurality of terrains; [floor reaction force including thereby a ‘testing’ or acquiring of gait data on differing surfaces is/are central inventive feature(s) detailed throughout the majority (if not the entirety) of the disclosure of Fukushi – see esp. ¶¶129-132]
and a computing device, [Fig(s). 12] coupled to the sensor, and configured to perform data processing on the pieces of raw gait data to obtain a plurality of gait data, [processing functions / steps shown in Fig(s). 2-3 and Fig(s). 5 e.g., S101 onto S102 in Fig(s). 3]
wherein the computing device is configured to analyze the plurality of gait data to generate a plurality of gait balance scores corresponding to the plurality of gait data so as to transmit the plurality of gait data and the plurality of gait balance scores to a server. [¶¶64-66 Fig(s). 9 ¶150 where balance-influenced foot reaction values are outputted and displayed — while Fukushi doesn’t explicitly state the use of a ‘server’ to transmit/relay/receive the data / scores, the networking in ¶139 well and reasonably constitute(s), under BRI, a form of functional capacity for transmitting to servers]
For claims 4 and 12, Fukushi teaches
a gait balance score assessment model, configured to analyze the plurality of gait data to generate the plurality of gait balance score corresponding to the plurality of gait data. [¶¶75-82]
For claims 5 and 13, Fukushi teaches
the gait balance score assessment model is further configured to receive a plurality of training gait data and a balance score corresponding to the plurality of training gait data so as to identify the training gait data according to the balance score to generate the gait balance scores according to the plurality of gait data. [motion data and floor data in ¶¶72-76 constitute(s), under BRI, a form of training data]
For claims 7 and 15, Fukushi teaches
wherein the computing device comprise:
a memory, [10002] configured to store the pieces of raw gait data collected by the sensor. [¶¶140-143]
For claims 8, Fukushi teaches The gait balance monitoring system of claim 1,
wherein the sensor comprise an inertial measurement unit (IMU). [¶57]
Claim Rejections - 35 USC § 103
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.
Examiner notes: for brevity, economy, and clarity of reading, select of the claims may be addressed jointly herein when instances of limitations with verbatim or near-verbatim similarity are recited in the body of differently numbered claims and/or when multiple different limitations are clearly addressed by a same/similar citation to/within a reference.
Claim(s) 2-3 and 10-11 is/are rejected under 35 U.S.C. 103 as being unpatentable over Fukushi in view of Engelberg (US 20120290109 A1).
For claim(s) 2 and 10, Fukushi fails to teach a user interface with terrain selection buttons.
Engelberg teaches a user gait evaluation system [abstract] including a user selection (via optionally a button) for a specific terrain. [interface of Fig(s). 32B for actions in ¶202 ¶299]
It would have been obvious to one of ordinary skill at the time the invention was filed to modify the system of Fukushi to incorporate the terrain selection button of Engelberg (e.g., as part of the terrain sensing of Fukushi ¶¶129-132) in order to aid in a user’s motivation and attention to rehab or testing goals. As motivated by Engelberg ¶¶2-9.
For claims 3 and 11, Fukushi teaches
the computing device is further configured to capture part of the pieces of raw gait data and segment the pieces of raw gait data to obtain the plurality of gait data. [¶¶92-96]
Claim(s) 6 and 14 is/are rejected under 35 U.S.C. 103 as being unpatentable over Fukushi in view of Reed (US 20220126191 A1).
For claims 6 and 14, Fukushi fails to teach the score model comprising a CNN.
Reed teaches a gait evaluation system and method [abstract] comprising an assessment model including a CNN. [¶103 ¶157]
It would have been obvious to one of ordinary skill at the time the invention was filed to modify the score model of Fukushi to incorporate the CNN of Reed in order to aid in analyzing data and providing feedback to the subject. As motivated by Reed ¶¶3-7 ¶157.
Pertinent Prior Art
Prior art made of record and not relied upon which is considered pertinent to applicant's disclosure is provided in the Notice of References Cited (form PTO-892) herewith.
Conclusion
Any inquiry concerning this communication or earlier communications from the examiner should be directed to BENJAMIN S MELHUS whose telephone number is (571)272-5342. The examiner can normally be reached Monday - Friday | 9:00 AM - 5:00 PM.
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/BENJAMIN S MELHUS/
Primary Examiner, Art Unit 3791
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