Prosecution Insights
Last updated: August 18, 2026
Application No. 17/682,816

SYSTEMS AND METHODS FOR DETECTING USAGE INFORMATION FOR A SENSOR

Final Rejection §103
Filed
Feb 28, 2022
Examiner
CHANG, THOMAS ZHU
Art Unit
3785
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
GE Precision Healthcare LLC
OA Round
4 (Final)
53%
Grant Probability
Moderate
5-6
OA Rounds
0m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 53% of resolved cases
53%
Career Allowance Rate
10 granted / 19 resolved
-17.4% vs TC avg
Strong +75% interview lift
Without
With
+75.0%
Interview Lift
resolved cases with interview
Typical timeline
3y 6m
Avg Prosecution
26 currently pending
Career history
48
Total Applications
across all art units

Statute-Specific Performance

§101
4.3%
-35.7% vs TC avg
§103
39.4%
-0.6% vs TC avg
§102
21.7%
-18.3% vs TC avg
§112
28.6%
-11.4% vs TC avg
Black line = Tech Center average estimate • Based on career data from 19 resolved cases

Office Action

§103
DETAILED ACTION Notice of Pre-AIA or AIA Status 1. The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Response to Amendment 2. This office action is responsive to the amendment filed on December 5, 2025. As directed by the amendment: claims 1, 3, 5-6, and 8 have been amended, claims 7 and 9 have been cancelled, and no claims have been added. Thus, claims 1, 3-6, 8, and 10-11 are presently pending in this application. Claim Rejections - 35 USC § 103 3. 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. 4. 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. 5. Claim(s) 1, 3-5, and 10-11 is/are rejected under 35 U.S.C. 103 as being unpatentable over Chapman et al. (US 2012/0272957) in view of Sarihan (US 5,515,735), Dong (US 2021/0290883), O’Hara (US 2008/0202606), and Mayer et al. (US 2010/0117829). Regarding claim 1, Chapman discloses an anesthesia device (fig. 1, respiratory support system 10 which provides anesthetic gas via a vaporizer, see [0035]) comprising: a ventilator system (fig. 1, 40); a vaporizer system (fig. 1, vaporizer 32) operably connected to the ventilator system (fig. 1, vaporizer 32 and ventilator 40 both feed into breathing circuit 14); a breathing circuit (fig. 1, 14) connected to the vaporizer system and configured to receive vaporized anesthetic agent from the vaporizer system (fig. 1, vaporizer 32 feeds into breathing circuit 14), the breathing circuit includes an inspiratory section (fig. 1, inspiratory gases 16) configured to carry inhalation gasses from the ventilator system to a patient (fig. 1, ventilator 40 feeds into 14 and into inspiratory gases section 16) and an expiratory section (fig. 1, expired gases 18) configured to carry gasses from the patient back to the ventilator (fig. 1, 18 feeds back towards ventilator 40); a first flow sensor disposed within the inspiratory section (fig. 1, respiratory gas monitor 42 includes a flow sensor for providing processor 36 with flow to the patient, see [0025]); and a processor (fig. 1, digital signal processor 36) to: obtain usage information from the first flow sensor coupled to the anesthesia device ([0025] states that flow sensor in gas monitor 42 is provided with an indication of gas to and from the patient); Chapman does not expressly disclose a first flow sensor including a diaphragm configured to oscillate as gases flow through. However, Sarihan teaches of a flow sensor (figs. 1-2, flow sensor device 10) which uses a pressure differential found across a diaphragm to find a flow value (col. 2, lines 24-30). Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to replace the flow sensor of Chapman with the flow sensor as taught by Sarihan as a simple substitution of known elements to obtain a predictable result of allowing flow measurement of the gas being delivered to the patient that would function. Chapman does not expressly disclose the processor determining usage information exceeds a predetermined limit, the processor generating an alert indicating the first flow sensor is to be replaced if the usage information exceeds a predetermined limit, and where the usage information comprises a pressure differential across the diaphragm of the first flow sensor. However, Dong teaches of a medical ventilator system that determines a type of failure according to a predetermined limit (figs. 5A-5D, where each pattern corresponds to a type of failure) and the ventilator can subsequently generate an alert by causing an alarm to sound and/or sending the measured values to a display ([0041]). Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to provide the processor of Chapman with the program for accuracy verification as taught by Dong regarding the determination of failure and alerting for the replacement of the flow sensor to assist in providing a more accurate flow estimate ([0005]). Chapman does not expressly disclose the usage information comprising a number of times the diaphragm oscillates. However, O’Hara teaches of a device to monitor diaphragm condition which uses a control unit (fig. 2B, 250) with a processor (fig. 2B, 255), memory (fig. 2B, 260), and input output port (fig. 2B, 265) to monitor a high number of open/close cycles, which are a back and forth oscillating movement, and subsequently indicate the diaphragm is nearing the end of its life ([0029]). Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to provide the diaphragm of the modified Chapman device with the diaphragm monitoring device as taught by O’Hara for the purpose of maintaining accurate measurements by monitoring the condition of the diaphragm without visually inspecting the device (O’Hara [0006]). Chapman does not expressly disclose the processor stores the usage information with a unique identifier specific to the first flow sensor and generate an alert with the unique identifier. However, Mayer teaches of a flow sensor equipped with a non-volatile memory (see abstract) which stores a unique serial number checked by a control unit ([0049]) to determine if the flow sensor has been changed and perform a sensor test procedure to ensure the sensor is functioning properly ([055]-[0057]) Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to provide the flow sensor of Chapman with the program, and non-volatile memory which stores a unique serial number as taught by Mayer for the purpose of ensuring proper operation of the flow sensor (Mayer [0056]). The modified device of Chapman reads on the processor stores the usage information with a unique identifier specific to the first flow sensor (Chapman fig. 1, digital signal processor 36 receives the serial number of Mayer and compares to a stored serial number, see Mayer [0049]) and generate an alert with the unique identifier (Mayer [0049] states that the serial number can be checked to determine if the flow sensor in place is new or the previous flow sensor, and [0043] states that there is a expiry date written into the memory of the sensor, which can also be considered a unique identifier when compared to another sensor with a later expiry date, that is used to generate an alert if the sensor is past the written expiry date). Regarding claim 3, the modified device of Chapman reads on the limitations of claim 1 and further reads on the usage information further comprising a temperature of the breathing circuit (Dong [0009] states sensor failure is also considered when a temperature element is damaged, this inherently means temperature is also considered). Regarding claim 4, the modified device of Chapman reads on the limitations of claim 1 and further reads on the first flow sensor comprising a storage device (O’Hara fig. 2B, 260) to store a number of movements of a diaphragm of the first flow sensor (O’Hara [0029] states that open/close cycles are monitored) Regarding claim 5, the modified device of Chapman presented in claim 1 above reads on the limitations of claim 1 in addition to the processor provides an alert to a display device coupled to the anesthesia device (Dong [0037] states the system is connected to a display for displaying ventilatory information such as alerts where the display may be Chapman fig. 1, display 66). Regarding claim 10, the modified device of Chapman reads on the limitations of claim 1 and further reads on the processor providing a differential pressure (Sarihan col. 2, lines 24-30 states that flow is derived from differential pressure) from the first flow sensor to a display (Chapman fig. 3, shows that pressure and flow values are displayed on display 66). Regarding claim 11, the modified device of Chapman reads on the limitations of claim 1 and further reads on the processor provides usage information via a display device (Chapman fig. 3, can display alarms, see [0053], in addition to ventilatory information, see [0057]), including a number of movements of a diaphragm (O’Hara [0035] states the control unit can transmit data from the diaphragm storage, and Dong [0037] states the display can display ventilatory data which inherently means it can display diaphragm usage data). 6. Claim(s) 6 is/are rejected under 35 U.S.C. 103 as being unpatentable over Chapman in view of Sarihan, Dong, O’Hara, and Mayer as applied to claim 1 above and further in view of Acker et al. (US 2017/0216551). Regarding claim 6, the modified device of Chapman presented in claim 1 above reads on the limitations of claim 1, but is silent on a second flow sensor. However, Acker teaches of anesthesia delivery system (fig. 3) which compares a first and second breathing gas flow rate measurement to one another ([0008]) and can identify a disruption or fault if one or more sensor provides inaccurate or mismatched readings ([0022]). Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to duplicate the flow sensor of the modified device of Chapman and provide the program for comparing flow sensors as taught by Acker for the purpose of detecting faults within the flow sensors ([0049] states that during faults/disruptions an alert indicating the type of disruption and the current delivery method is provided to the user). The further modified device of Chapman reads on a second flow sensor (Acker [0017] states that a second flow sensor can be located at the ventilator for comparison with a first flow sensor), wherein the processor is to: obtain a first pressure values from the first flow sensor and a second pressure value from the second flow sensor (Sarihan col. 2, lines 24-30 states that differential pressure is used to determine flow); determine that the first pressure value and the second pressure value indicate that the first pressure sensor or the second pressure sensor is operating outside of a predetermined accuracy range (Acker [0022] states that a fault can be detected if one or more sensors provide mismatched readings, where the accuracy range is the value determined by the other sensor); and generate a second alert indicating the first pressure sensor or the second pressure sensor is to be replaced (Acker [0049] states that when a disruption is detected an alert, visual or audio, is provided to the user). 7. Claim(s) 8 is/are rejected under 35 U.S.C. 103 as being unpatentable over Chapman in view of Sarihan, Dong, O’Hara, and Mayer as applied to claim 1 above and further in view of Kuzelka (US 2021/0369995). Regarding claim 8, the modified device of Chapman reads on the limitations of claim 1 and further reads on the processor is to: detect a pressure differential from a first and second flow sensor (Sarihan col. 2, lines 24-30 states that differential pressure is used to determine flow), determine if the pressure differential is due to condensation (Dong [0009] considers temperature, and Dong [0028] further considers condensation as a cause of failure), generate a condensation message (Dong [0009] states a message is generated due to failure and condensation is a possible failure); and provide the condensation message to a display device coupled to the anesthesia device (Dong [0037] states the system is connected to a display for displaying ventilatory information such as alerts). The modified device of Chapman does not expressly disclose a processor to detect a humidity within a breathing circuit via a humidity sensor and a temperature sensor. However, Kuzelka teaches of a system for detecting contamination of gas provided to a patient ([0018]) that uses gas monitors such as a humidity sensor ([0019]) which can measure both temperature and moisture ([0047]) and subsequently control a disinfection or flushing routine to limit contamination ([0019]). Therefore, it would have been obvious to one of ordinary skill before the effective filing date of the claimed invention to provide the modified device of Chapman with the program and gas monitors as taught by Kuzelka to monitor and flush out contaminated gas thereby preventing degradation and reducing patient exposure to lower quality gas (Kuzelka [0018]). The further modified device of Chapman reads on a processor which can detect a humidity (Kuzelka [0106] states that the humidity sensor is compared to a threshold to determine contamination) within a breathing circuit via a humidity sensor and a temperature sensor (Kuzelka [0019] uses gas monitors such as a humidity sensor which functions as both a humidity sensor and a temperature sensor, see [0047]. Response to Arguments 8. Applicant’s arguments with respect to claim(s) claims 1, 3-6, and 10-11 have been considered but are moot because the new ground of rejection does not rely on any reference applied in the prior rejection of record for any teaching or matter specifically challenged in the argument. Conclusion 9. 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. 10. Any inquiry concerning this communication or earlier communications from the examiner should be directed to THOMAS Z CHANG whose telephone number is (571)272-0432. The examiner can normally be reached Monday-Friday 9:00 am-5:00 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, Timothy Stanis can be reached at (571)272-5139. 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. /THOMAS Z CHANG/Examiner, Art Unit 3785 /TIMOTHY A STANIS/Supervisory Patent Examiner, Art Unit 3785
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Prosecution Timeline

Show 1 earlier event
Apr 24, 2025
Non-Final Rejection mailed — §103
Jul 24, 2025
Response Filed
Sep 05, 2025
Final Rejection mailed — §103
Dec 05, 2025
Request for Continued Examination
Dec 20, 2025
Response after Non-Final Action
Jan 12, 2026
Non-Final Rejection mailed — §103
Apr 13, 2026
Response Filed
Jul 15, 2026
Final Rejection mailed — §103 (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

5-6
Expected OA Rounds
53%
Grant Probability
99%
With Interview (+75.0%)
3y 6m (~0m remaining)
Median Time to Grant
High
PTA Risk
Based on 19 resolved cases by this examiner. Grant probability derived from career allowance rate.

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