Prosecution Insights
Last updated: July 17, 2026
Application No. 18/814,096

ENHANCED VISION-BASED VITALS MONITORING USING MULTI-MODAL SOFT LABELS

Non-Final OA
Filed
Aug 23, 2024
Priority
Sep 05, 2023 — provisional 63/536,675
Examiner
SHEN, QUN
Art Unit
Tech Center
Assignee
Samsung Electronics Co., Ltd.
OA Round
1 (Non-Final)
76%
Grant Probability
Favorable
1-2
OA Rounds
11m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 76% — above average
76%
Career Allowance Rate
581 granted / 763 resolved
+16.1% vs TC avg
Strong +38% interview lift
Without
With
+38.0%
Interview Lift
resolved cases with interview
Typical timeline
2y 10m
Avg Prosecution
29 currently pending
Career history
795
Total Applications
across all art units

Statute-Specific Performance

§101
0.5%
-39.5% vs TC avg
§103
90.2%
+50.2% vs TC avg
§102
2.8%
-37.2% vs TC avg
§112
5.1%
-34.9% vs TC avg
Black line = Tech Center average estimate • Based on career data from 763 resolved cases

Prosecution Timeline

Aug 23, 2024
Application Filed
May 14, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12666278
NEW RADIO (NR) ADAPTATION OF CELLULAR NETWORK CONFIGURATION IN RESPONSE TO MACHINE LEARNING BASED WEATHER PREDICTION
2y 5m to grant Granted Jun 23, 2026
Patent 12657645
ARTWORK GENERATED TO CONVEY DIGITAL MESSAGES, AND METHODS/APPARATUSES FOR GENERATING SUCH ARTWORK
2y 11m to grant Granted Jun 16, 2026
Patent 12657900
MULTI-TASK TRANSFER LEARNING USING WEIGHT DIVERGENCE CONSTRAINTS
2y 9m to grant Granted Jun 16, 2026
Patent 12652652
MULTIMODE CHIP AND TERMINAL DEVICE
3y 4m to grant Granted Jun 09, 2026
Patent 12651450
NPU AND APPARATUS FOR TRANSCEIVING FEATURE MAP IN A BITSTREAM FORMAT
2y 6m to grant Granted Jun 09, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
76%
Grant Probability
99%
With Interview (+38.0%)
2y 10m (~11m remaining)
Median Time to Grant
Low
PTA Risk
Based on 763 resolved cases by this examiner. Grant probability derived from career allowance rate.

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