Prosecution Insights
Last updated: August 14, 2026
Application No. 18/347,237

GRAPH FUSION SYSTEM FOR EMBEDDING DISPARATE DOMAIN DATA

Non-Final OA §101
Filed
Jul 05, 2023
Examiner
ANYIKIRE, CHIKAODILI E
Art Unit
2487
Tech Center
2400 — Computer Networks
Assignee
Iqvia Inc.
OA Round
2 (Non-Final)
75%
Grant Probability
Favorable
2-3
OA Rounds
1m
Est. Remaining
86%
With Interview

Examiner Intelligence

Grants 75% — above average
75%
Career Allowance Rate
793 granted / 1060 resolved
+16.8% vs TC avg
Moderate +11% lift
Without
With
+11.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 2m
Avg Prosecution
43 currently pending
Career history
1104
Total Applications
across all art units

Statute-Specific Performance

§101
4.2%
-35.8% vs TC avg
§103
49.4%
+9.4% vs TC avg
§102
36.2%
-3.8% vs TC avg
§112
1.2%
-38.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 1060 resolved cases

Office Action

§101
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 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 - 23 rejected under 35 U.S.C. 101 because the claimed invention is directed to a judicial exception (i.e., abstract idea) without significantly more. The claim(s) recite(s) a method/system/medium comprising: accessing a graph comprising nodes connected by edges, wherein: a first subset of the nodes are patient nodes each representing a corresponding patient, wherein each patient is associated with one or more healthcare providers, and a second subset of the nodes are patient health data nodes each representing health data of a corresponding patient, wherein the health data of each patient health data node is associated with at least one of the one or more healthcare providers; generating one or more subgraphs based on the graph, comprising, for each subgraph: identifying the patient nodes and the patient health data nodes in the graph that are associated with a particular one of the healthcare providers, and generating the subgraph comprising the identified nodes; generating, by a subgraph neural network, healthcare provider data structures, each healthcare provider data structure based on a respective one of the subgraphs, wherein each healthcare provider data structure has a lower dimension than the corresponding subgraph wherein generating a particular healthcare provider data structure comprises: generating a set of anchor patches the graph, each anchor patch representing a random sample of the nodes and the edges of the graph; providing one or more messages from the set of anchor patches to the subgraph, the one or more messages encoding properties of at least one anchor patch from the set of anchor patches onto the subgraph; and generating, based on the one or more messages for the subgraph, the particular healthcare provider data structure; and healthcare provider data structure from the healthcare provider data structures to a model… … under its broadest reasonable interpretation, as noted MPEP 2106.04(a)(2): The enumerated grouping of abstract ideas are defined as: 1) Mathematical concepts and Mental Process. This judicial exception is not integrated into a practical application because the claim recites general computer components a computing device and memory. The claim(s) does/do not include additional elements that are sufficient to amount to significantly more than the judicial exception because they only recite general computer components that does not provide any significant capability that once rendered would allow the invention to provide a practical application. Conclusion Any inquiry concerning this communication or earlier communications from the examiner should be directed to CHIKAODILI E ANYIKIRE whose telephone number is (571)270-1445. The examiner can normally be reached 8 am - 4:30 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, David Czekaj can be reached at 571-272-7327. 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. /CHIKAODILI E ANYIKIRE/Primary Examiner, Art Unit 2487
Read full office action

Prosecution Timeline

Jul 05, 2023
Application Filed
Feb 05, 2026
Non-Final Rejection mailed — §101
Feb 12, 2026
Interview Requested
Feb 20, 2026
Applicant Interview (Telephonic)
Feb 20, 2026
Examiner Interview Summary
Mar 17, 2026
Response Filed
May 08, 2026
Non-Final Rejection mailed — §101
May 14, 2026
Interview Requested

Precedent Cases

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

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Prosecution Projections

2-3
Expected OA Rounds
75%
Grant Probability
86%
With Interview (+11.3%)
3y 2m (~1m remaining)
Median Time to Grant
Moderate
PTA Risk
Based on 1060 resolved cases by this examiner. Grant probability derived from career allowance rate.

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