Prosecution Insights
Last updated: July 17, 2026
Application No. 18/462,584

SYSTEM FOR GENERATING AND EDITING ULTRASOUND IMAGES

Final Rejection §112
Filed
Sep 07, 2023
Priority
Nov 11, 2022 — RE 10-2022-0150289 +1 more
Examiner
SHUI, MING
Art Unit
2663
Tech Center
2600 — Communications
Assignee
Humanscape Inc.
OA Round
2 (Final)
58%
Grant Probability
Moderate
3-4
OA Rounds
7m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 58% of resolved cases
58%
Career Allowance Rate
190 granted / 330 resolved
-4.4% vs TC avg
Strong +51% interview lift
Without
With
+50.7%
Interview Lift
resolved cases with interview
Typical timeline
3y 5m
Avg Prosecution
16 currently pending
Career history
350
Total Applications
across all art units

Statute-Specific Performance

§101
11.1%
-28.9% vs TC avg
§103
70.7%
+30.7% vs TC avg
§102
11.2%
-28.8% vs TC avg
§112
3.8%
-36.2% vs TC avg
Black line = Tech Center average estimate • Based on career data from 330 resolved cases

Office Action

§112
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 . 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 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. DETAILED ACTION Response to Arguments In response to the rejections, applicant submitted a declaration under 37 CFR 1.132 to overcome the rejections under 35 USC 112(a) and (b). The examiner has reviewed the declaration and does not find the declaration persuasive for several reasons. First, in paragraph 5, the declarant sets out the credentials that they feel represents one of ordinary skill in the art. However, the declarant does not set forth any facts indicating that the declarant has said credentials. Therefore, it is unclear if the declarant is qualified to evaluate what one of ordinary skill in the art would understand. Second, although the declarant has cited to two references purporting to show that one of ordinary skill in the art would understand that the specified level is measured from black, that is black represents 0% and white represents 100%. However, the Gonzalez reference does not discuss whether the specified level is measured from black or white. The relevant passage merely discusses the intensity or grey level, but does not discuss from which it is measured. The Li reference, on the other hand, discloses that a pixel value of 0 designates black and a value of 255 represents white. However, Li is devoid of any context as to the whether that applies to the software at discussed in Li or that it is how one of ordinary skill in the art would consider how greyscale is always measured. Neither reference, therefore, demonstrates how one of ordinary skill in the art would inherently understand that measuring greyscale is from black to white. Third, the Xu reference does not provide any evidence that a grey scale value on the imaging screen exceeding 70% would be understood by one of ordinary skill in the art to be that the average of all pixels on the imaging screen exceeds 70% white. In fact, the highlighted portion of Xu does not even address grey scale value on the imaging screen or how it is determined. It merely provides a definition as to how Xu defined variables in their research. Fourth, it appears that applicant would have the examiner interpret the disclosure as the average of all the pixels on the imaging screen exceed 70% white value. However, the specification merely states “based on a grey scale value on the imaging screen exceeding 70%.” To insert applicant’s interpretation into the specification would amount to adding new matter. Moreover, that does not address the claim language that claims an arbitrary threshold or how that threshold is determined. As the examiner noted, the “70%” language is the only disclosure made by applicant. Lastly, even if the examiner were to accept applicant’s declarations as sufficient, that still fails to demonstrate possession of the full scope of the invention or demonstrate that the inventor had such an understanding at the time of invention. The declarant does not appear to be the applicant and does not attest as to what the inventor understood at the time of invention. Therefore the declaration is determined to be insufficient to overcome the rejections and those rejections are maintained. Claim Rejections - 35 USC § 112 The following is a quotation of the first paragraph of 35 U.S.C. 112(a): (a) IN GENERAL.—The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor or joint inventor of carrying out the invention. The following is a quotation of the first paragraph of pre-AIA 35 U.S.C. 112: The specification shall contain a written description of the invention, and of the manner and process of making and using it, in such full, clear, concise, and exact terms as to enable any person skilled in the art to which it pertains, or with which it is most nearly connected, to make and use the same, and shall set forth the best mode contemplated by the inventor of carrying out his invention. Claim 1-10 are rejected under 35 U.S.C. 112(a) or pre-AIA 35 U.S.C. 112, first paragraph, as failing to comply with the written description requirement. The claim(s) contains subject matter which was not described in the specification in such a way as to reasonably convey to one skilled in the relevant art that the inventor or a joint inventor, or for applications subject to pre-AIA 35 U.S.C. 112, the inventor(s), at the time the application was filed, had possession of the claimed invention. In particular, independent claim 1 recites “based on a value of a grey scale on the imaging screen exceeding a specified level, determine that examination is over and transmit a signal to the ultrasound device to request that the imaging be terminated.” The specification describes in paragraphs 58 that “the processor may determine that the examination is over based on a grey scale value on the imaging screen exceeding 70%.” Paragraph 75 of the specification reorders the phrasing, but the meaning is not changed. This fails to demonstrate that applicant had possession of the invention as the disclosure does not describe how to determine a grey scale value on the imaging screen exceeds 70%. As an initial matter, does the 70% measure from white or black (e.g. 0% is black or 0% is white)? Next, does one pixel of the screen have to exceed 70%, the average of all the pixels, 70% of the pixels exceed some other arbitrary value? The specification does not provide any details as to how this 70% threshold is achieved. Further, to the extent that applicant is claiming some other threshold as in the claim, applicant does not provide any details as to how that threshold would be determined. Therefore, it is not clear that applicant has possession of the invention as claimed. Claims 1-10 are rejected under 35 U.S.C. 112(a) or 35 U.S.C. 112 (pre-AIA ), first paragraph, as failing to comply with the enablement requirement. The claim(s) contains subject matter which was not described in the specification in such a way as to enable one skilled in the art to which it pertains, or with which it is most nearly connected, to make and/or use the invention. In particular, independent claim 1 recites “based on a value of a grey scale on the imaging screen exceeding a specified level, determine that examination is over and transmit a signal to the ultrasound device to request that the imaging be terminated.” This claim is not enabled based upon the disclosure as analyzed by the following factors: (A) The breadth of the claims. The claims are broad and mere recite exceeding a specified level. (B) The nature of the invention. The invention is computer based, but does not have much bearing on the analysis. (C) The state of the prior art. The prior art does not appear to recognize a value of the imaging screen exceeding a specified level to determine that an examination is over. (D) The level of one of ordinary skill. The level of one of ordinary skill is likely one with computer science or engineering experience, without specialized knowledge in interpretation of ultrasound images. (E) The level of predictability in the art. It is assumed that the art is reasonably predictable. (F) The amount of direction provided by the inventor. The only direction provided by the inventor is a statement that “the processor may determine that the examination is over based on a grey scale value on the imaging screen exceeding 70%.” As explained in the 112a rejection with respect to possession, the disclosure is insufficient to provide direction. (G) The existence of working examples. There do not appear to be working examples. (H) The quantity of experimentation needed to make or use the invention based on the content of the disclosure. Given the large amount of possibilities as to the threshold and how to properly determine the threshold, one of ordinary skill would require significant experimentation in order to make or use the invention. Thus, based on the factors above, the examiner has determined that the claims include subject matter which was not described in the specification in such a way as to enable one skilled in the art to which it pertains, or with which it is most nearly connected, to make and/or use the invention. 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 1-10 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 “based on a value of a grey scale on the imaging screen exceeding a specified level, determine that examination is over and transmit a signal to the ultrasound device to request that the imaging be terminated.” The specification describes in paragraphs 58 that “the processor may determine that the examination is over based on a grey scale value on the imaging screen exceeding 70%.” Paragraph 75 of the specification reorders the phrasing, but the meaning is not changed. The disclosure does not describe how to determine a grey scale value on the imaging screen exceeds 70%. As an initial matter, does the 70% measure from white or black (e.g. 0% is black or 0% is white)? Next, does one pixel of the screen have to exceed 70%, the average of all the pixels, 70% of the pixels exceed some other arbitrary value? The specification does not provide any details as to how this 70% threshold is achieved. Further, to the extent that applicant is claiming some other threshold as in the claim, applicant does not provide any details as to how that threshold would be determined. Therefore, the language is indefinite. Conclusion THIS ACTION IS MADE FINAL. 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 Ming Shui whose telephone number is (303)297-4247. The examiner can normally be reached on 7-5 Pacific Time, M-Th. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Greg Morse can be reached on 571-272-38383838. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of an application may be obtained from the Patent Application Information Retrieval (PAIR) system. Status information for published applications may be obtained from either Private PAIR or Public PAIR. Status information for unpublished applications is available through Private PAIR only. For more information about the PAIR system, see http://pair-direct.uspto.gov. Should you have questions on access to the Private PAIR system, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative or access to the automated information system, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /Ming Shui/ Primary Examiner, Art Unit 2663
Read full office action

Prosecution Timeline

Sep 07, 2023
Application Filed
Dec 16, 2025
Non-Final Rejection mailed — §112
Apr 09, 2026
Response Filed
Apr 30, 2026
Final Rejection mailed — §112 (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12664751
SYSTEMS AND TECHNIQUES TO PERFORM 4D-GUIDED VIDEO GENERATION WITH DIFFUSION MODELS
2y 0m to grant Granted Jun 23, 2026
Patent 12653617
OMITTED BONE ESTIMATION TECHNIQUES FOR SURGICAL PLANNING
2y 11m to grant Granted Jun 16, 2026
Patent 12657668
METHODS FOR SAMPLING SYNTHETIC DEFECT IMAGE GENERATION
2y 2m to grant Granted Jun 16, 2026
Patent 12622636
BODY FLUID VOLUME ESTIMATION DEVICE, BODY FLUID VOLUME ESTIMATION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM
2y 10m to grant Granted May 12, 2026
Patent 12616370
SYSTEM AND METHOD FOR DETERMINING ATHEROSCLEROTIC PATHOLOGICAL TISSUE TYPES IN A CORONARY ARTERY OCT IMAGE USING TRAINED ENGINES
3y 1m to grant Granted May 05, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.
Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

3-4
Expected OA Rounds
58%
Grant Probability
99%
With Interview (+50.7%)
3y 5m (~7m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 330 resolved cases by this examiner. Grant probability derived from career allowance rate.

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month