Prosecution Insights
Last updated: April 19, 2026
Application No. 18/670,828

SYSTEMS AND METHODS FOR CAVITATION MAPPING WITH SPATIAL-TEMPORAL PARALLEL PROCESSING

Final Rejection §103
Filed
May 22, 2024
Examiner
NGUYEN, HIEN NGOC
Art Unit
3798
Tech Center
3700 — Mechanical Engineering & Manufacturing
Assignee
The Trustees of Columbia University in the City of New York
OA Round
2 (Final)
52%
Grant Probability
Moderate
3-4
OA Rounds
4y 2m
To Grant
92%
With Interview

Examiner Intelligence

Grants 52% of resolved cases
52%
Career Allow Rate
403 granted / 767 resolved
-17.5% vs TC avg
Strong +40% interview lift
Without
With
+39.8%
Interview Lift
resolved cases with interview
Typical timeline
4y 2m
Avg Prosecution
62 currently pending
Career history
829
Total Applications
across all art units

Statute-Specific Performance

§101
6.5%
-33.5% vs TC avg
§103
49.9%
+9.9% vs TC avg
§102
10.8%
-29.2% vs TC avg
§112
24.7%
-15.3% vs TC avg
Black line = Tech Center average estimate • Based on career data from 767 resolved cases

Office Action

§103
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 . DETAILED ACTION 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. Claims 1-8 and 10-19 are rejected under 35 U.S.C. 103 as being unpatentable over Bar-Zion et al. (WO 2020/198728 (provided in the IDS)) and in view of Konofagou et al. (US 2020/0147415). Addressing claim 1, Bar-Zion discloses a system for a passive acoustic mapping, comprising (see [0028], [0066] and Fig. 3): a focused ultrasound (FUS) transducer; a diagnostic array transducer (see [0028], [0092], [0104] and Fig. 3; linear array); wherein the diagnostic array transducer is configured to receive a cavitation signal induced from cavitation, the cavitation being induced by introducing microbubbles into a target area (see [0169] and [0172-0175]; gas vesicles (GVs) is the nanobubbles; gas vesicles is better and more advance replacement of microbubbles; GVs is used in the same applicatin as microbubbles, but perform better; cavitation being induced by introducing nanobubbles/GVs into a target area); a processor configured to generate a cavitation map based on a spatial- temporal cavitation intensity determined using a spatial-temporal parallel programming, wherein the spatial-temporal parallel programming is performed by creating a thread for each pixel of the spatial-temporal map (see [0092-0095], [0099], [0137] and Fig. 3; passive acoustic measurement perform parallel is creating thread for each pixel; parallel processing or programing create thread; cavitation mapping involve parallel processing, including the use of threading, to enhance its speed and efficiency); calculating the spatial-temporal cavitation intensity at a location and a time point in each thread (see [0136-0137] and [0164]; cavitation map includes the spatial-temporal cavitation intensity at a location and a time point in each thread; cavitation mapping involves calculating spatial-temporal cavitation intensity at specific locations and time points within each thread of a parallel computation, typically using CUDA. This process generates a spatio-temporal map of cavitation intensity); creating a cavitation map by integrating the spatial-temporal cavitation intensity over temporal pixels (see [0093], [0138] and Fig. 8; imaging transducer measure spatial-temporal cavitation activity/intensity and integrate to form cavitation map; cavitation maps are essentially representations of the spatial distribution of cavitation intensity, and this intensity is often determined by integrating the cavitation signals detected over a defined time period within each pixel or voxel of the map). Bar-Zion does not explicitly disclose phase array. Konofagou discloses phase array (see [0145]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify Bar-Zion to use phase array transducer as thought by Konofagou because phase array allows for electronic steering of focus. Addressing claims 5-7, Bar-Zion discloses: addressing claim 3, wherein the system further comprises microbubbles, wherein the microbubbles are configured to induce the cavitation (see [0169]; gas vesicles (GSs) is the microbubbles). addressing claim 5, wherein the FUS transducer has a center frequency of about 0.25 MHz (see [0105], claims 6 and 15; center frequency of designer choice of less than 2.5 Mhz; capable of 0.25 mhz or 2.5 mhz; this only require routine skill in the art; center frequency from 250 khz to 3 mhz). addressing claim 6, wherein the diagnostic array transducer has a plurality of elements (see [0143]). addressing claim 7, wherein the diagnostic array transducer has a center frequency of about 2.5 MHz (see [0105], claims 6 and 15). Addressing claims 2, 4, 8 and 10, Konofagou discloses addressing claim 2, wherein a length of the FUS burst is less than 10 milliseconds (see [0010], [0193] and [0198]). addressing claim 4, wherein the FUS transducer is a single-element FUS transducer (see [0145] and [0190]). addressing claim 8, wherein the diagnostic phase array transducer is inserted into a central opening of the FUS transducer (see Fig. 20A; imaging transducer inserted into a central opening of the FUS therapy transducer). addressing claim 10, wherein the system further comprises a neuronavigation system configured to position the FUS transducer at a target area (see [0188]; previous system uses neuronavigational system to help target FUS beam; this only require routine skill in the art). Addressing claims 11, 13 and 15-19, the system performs the method therefore claims 11-15 are being rejected for the same reason as claims 1-2, 4-8 and 10. Also see [0100], blood-brain barrier; Fig. 18A; FUS transducer apply a focused ultrasound to the target. Center frequency modify from 250 khz to 3 mhz. Claim 9 is rejected under 35 U.S.C. 103 as being unpatentable over Bar-Zion et al. (WO 2020/198728 (provided in the IDS)), in view of Konofagou et al. (US 2020/0147415) and further in view of Kim et al. (US 2018/0008234). Addressing claim 9, Bar-Zion does not disclose sampling rate of 10 mhz. Sampling rate is a designer choice that depend on the application on only require routine skill in the art. Kim explicitly disclose sampling rate of 10 Mhz (see [0129]). It would have been obvious to one of ordinary skill in the art before the effective filing date of the claimed invention to modify Bar-Zion to use sampling rate of 10 Mhz as taught by Kim because 10 MHz is a frequency where bandpass sampling techniques can be effectively applied, allowing for reduced sampling rates compared to traditional methods. Better for high resolution imaging in certain application. Response to Arguments Applicant's arguments filed 11/25/25 have been fully considered but they are not persuasive. Applicant argues Bar-Zion discloses advantages of using GV based cavitation over traditional microbubble, thus, Bar-Zion employs GVs rather than microbubbles. Applicant argues the subject matter of amended claim 1 recites “the cavitation being induced by introducing microbubbles into a target area”, directly opposite to the objectives of Bar-Zion therefore a person skilled in the art would not rely on Bar-Zion, alone or in combination with other references, to arrive at the subject matter of amended claim 1. Applicant’s argument is not persuasive because GVs is a type of bubbles. It is nanobubbles instead of microbubbles. It is a newer, more advance and better bubbles to use. GVs perform the same function as microbubbles such as contrast imaging, create cavitation, open blood-brain-barrier, just perform better. Using a more advance bubble product to create cavitation is not directly opposite of the claim invention. Bar-Zion has the same objective as the claim invention which is using bubbles to create cavitation, the only different is that he is using more advance bubbles. It only requires routine skill in the art to use any type of bubbles to create cavitation. Applicant argues Fig. 8 of Bar-Zion merely presents an acoustic signature of stable cavitation and two levels of inertial cavitation without any location and time metrics, failing to disclose “spatial-temporal cavitation intensity at a location and a time point in each thread”, as recited in claim 1. Applicant argues applicant’s invention having the cavitation map having featured with coordinates (z pixel, location metrics) and such features are not disclosed, taught, or suggested in Bar-Zion. Applicant’s argument is not persuasive because spatial-temporal refers to things existing or occurring in both space and time. Bar-Zion clearly disclose spatial-temporal map of cavitation activity in [0093]. The monitoring of cavitation activity is in real-time. The map indicates where cavitation occurs (space) at the time. Spatial-temporal map include both space and time of the cavitation activity. Conclusion The prior art made of record and not relied upon is considered pertinent to applicant's disclosure. US 2013/0260416 (see [0146] sample rate of 10 Mhz) and WO 2017/004562((provided in the IDS) use neuronavigation (see page 24)); US 2022/0257503 (see [0003-0006]; GVs is nanobubbles that is an improvement over microbubbles); US 2021/0032128 (see abstract, [0016], [0120] and [0123]; could use microbubble or better bubble version nanobubble/GVs); US 2017/0011508 (see abstract, [0003] and [0007]; spatial-temporal cavitation distribution image) and US 2023/0129687 (see [0153]; spatial and temporal cavitation bubble projection image map). 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 HIEN NGOC NGUYEN whose telephone number is (571)270-7031. The examiner can normally be reached Monday-Thursday 8:30am-6:30pm. 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, Keith Raymond can be reached at (571)270-1790. 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. /HIEN N NGUYEN/ Primary Examiner Art Unit 3793
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Prosecution Timeline

May 22, 2024
Application Filed
Jun 27, 2025
Non-Final Rejection — §103
Nov 25, 2025
Response Filed
Dec 11, 2025
Final Rejection — §103 (current)

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Prosecution Projections

3-4
Expected OA Rounds
52%
Grant Probability
92%
With Interview (+39.8%)
4y 2m
Median Time to Grant
Moderate
PTA Risk
Based on 767 resolved cases by this examiner. Grant probability derived from career allow rate.

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