Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
113 pending office actions • 54 art units • 98 examiners • 0 of 113 (0%) have an AI response strategy ready • 92 patents granted in the last 365 days
NEC Laboratories America Inc. maintains a large presence in the Computing & Software technology area with 111 pending office actions. This significant volume of active cases is distributed across 54 distinct art units, demonstrating the broad technical scope of the company's software-related research and development. The prosecution workload involves 96 distinct examiners, which indicates that the vast majority of cases are being handled independently by different personnel at the USPTO.
SEHWAN KIM is the busiest examiner for the portfolio, holding 4 pending office actions. Despite being the most active individual, this examiner manages a small fraction of the 111 pending actions, highlighting the fragmentation of the company's patent prosecution. With 54 distinct art units involved, the company must navigate a complex landscape of examination styles and technical requirements. The ratio of 96 distinct examiners to the total pending workload suggests that examiners are generally handling cases for this entity independently.
Based on the USPTO statutory response window for each pending office action. 25 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 25 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 8 (7%) |
| §101 + other | 45 (40%) |
| §103 only | 25 (22%) |
| §102 only | 2 (2%) |
| §112 only | 2 (2%) |
| Double-patenting only | 3 (3%) |
| Double-patenting + other | 4 (4%) |
| Multi-statute (no §101) | 24 (21%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| KIM, SEHWAN | 4 | 60.9% | +67.3% |
| WANG, XI | 3 | 84.5% | +14.0% |
| YI, HYUNGJUN B | 3 | 32.1% | +25.8% |
| LANE, THOMAS BERNARD | 3 | 76.5% | +5.0% |
| JABLON, ASHER H. | 3 | 42.3% | +43.4% |
| PENG, HUAWEN A | 2 | 82.3% | +20.4% |
| HANKS, BENJAMIN L | 2 | 21.4% | +30.3% |
| PHAM, KHANH B | 2 | 72.6% | +15.2% |
| BICKHAM, DAWN MARIE | 2 | 46.2% | +64.2% |
| MAMILLAPALLI, PAVAN | 1 | 80.3% | +16.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19223214 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| 19223207 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| 19223218 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18493331 | NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING | COLE, BRANDON S | 56d overdue |
| 18320993 | NOVEL AI-DRIVEN APPROACH TO DETECT ADN LOCALIZE VEHICLE EMERGENCY STOPS BASED ON VEHICLE TRAJECTORY USING DISTRIBUTED FIBER OPTIC SENSING (DFOS) DATA | ISLAM, MOHAMMAD K | 31d overdue |
| 18485240 | UTILITY POLE LOCALIZATION FROM AMBIENT DATA | HAGOS, EYOB | 26d overdue |
| 18935505 | Resource Allocation for Power, Communication, and Transportation Infrastructure Restoration usingDistributed Fiber Optic Sensing | DELICH, STEPHANIE ZAGARELLA | 16d overdue |
| 18316199 | UTILITY POLE INTEGRITY ASSESSMENT BY DAS AND MACHINE LEARNING USING ENVIRONMENTAL NOISE | KIDWELL, KAITLYN ELIZABETH | 8d |
| 17888819 | INTERDEPENDENT CAUSAL NETWORKS FOR ROOT CAUSE LOCALIZATION | ROHD, BENJAMIN MATTHEW | 9d |
| 18505732 | MACHINE LEARNING MODEL FOR MULTI-CAMERA MULTI-PERSON TRACKING | LIN, JESSICA YIFANG | 12d |
| 17510882 | PEPTIDE-BASED VACCINE GENERATION | BICKHAM, DAWN MARIE | 12d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17510882 | PEPTIDE-BASED VACCINE GENERATION | BICKHAM, DAWN MARIE | 12d |
| 18479326 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 26d |
| 18479372 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 34d |
| 18152238 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | 57d |
| 19324451 | DOMAIN-SPECIFIC QUESTION ANSWERING WITH CONTEXT REDUCTION FOR DECISION MAKING | MAMILLAPALLI, PAVAN | — |
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | — |
| 19223214 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — |
| Art Unit | Apps |
|---|---|
| 2877 | 3 |
| 2146 | 3 |
| 2127 | 3 |
| 2159 | 2 |
| 2169 | 2 |
| 3684 | 2 |
| 3626 | 2 |
| 3682 | 2 |
| 2857 | 2 |
| 1685 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19324451 | DOMAIN-SPECIFIC QUESTION ANSWERING WITH CONTEXT REDUCTION FOR DECISION MAKING | MAMILLAPALLI, PAVAN | 2159 | §101Other | Non-Final OA | — | Pending | Sep 10, 2025 |
| 19319030 | EVALUATING MULTIMODAL RETRIEVAL AUGMENTED GENERATION PERFORMANCE | NGUYEN, KIM T | 2153 | §102 | Non-Final OA | — | Pending | Sep 04, 2025 |
| 19265069 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | 2169 | §103Other | Non-Final OA | — | Pending | Jul 10, 2025 |
| 19265078 | Automated Non-Synchronization Detection and Resolution to Support Decision Making in Complex Systems | PENG, HUAWEN A | 2169 | DP | Non-Final OA | — | Pending | Jul 10, 2025 |
| 19247235 | ELASTIC FIBER OPTIC, TIME-OF-FLIGHT SENSOR FOR LONG DISTANCE LANDSLIDE MONITORING WITH SUB-MM PRECISION | REVERMAN, CHAD ANDREW | 2877 | §102§103 | Non-Final OA | — | Pending | Jun 24, 2025 |
| 19223214 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DPOther | Non-Final OA | — | Pending | May 30, 2025 |
| 19223207 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DP | Non-Final OA | — | Pending | May 30, 2025 |
| 19223218 | ADAPTIVE PERCEPTUAL QUALITY BASED CAMERA TUNING USING REINFORCEMENT LEARNING | WANG, XI | — | DP | Non-Final OA | — | Pending | May 30, 2025 |
| 19218660 | HETEROGENEOUS COMPUTATION PLATFORM FOR HIGH DEFINITION DISTRIBUTED ACOUSTIC FIBER SENSING | YIMER, GETENTE A | 2181 | §101 | Non-Final OA | — | Pending | May 27, 2025 |
| 19218637 | ANALOG DUAL-COMB SENSING WITH CONTINUOUS-WAVE LOCAL OSCILLATION | HANSEN, JONATHAN M | 2877 | §102 | Non-Final OA | — | Pending | May 27, 2025 |
| 19219090 | GUIDING MULTIPLE MODELS WITH A LARGE LANGUAGE MODEL | KORSAK, OLEG | — | §102§103DP | Non-Final OA | — | Pending | May 27, 2025 |
| 19218439 | REAL-TIME DATA TRANSFER SCHEME FROM LIMITED POWER EMBEDDED SYSTEMS | VO, TIM T | 2138 | §101§103§112 | Non-Final OA | — | Pending | May 26, 2025 |
| 19206304 | LLM TIME SERIES ANALYSIS FOR MEDICAL DECISION MAKING | HANKS, BENJAMIN L | 3684 | §101§103 | Non-Final OA | — | Pending | May 13, 2025 |
| 19204978 | POWER GRID INTELLIGENCE: AI PLATFORM FOR INFRASTRUCTURE INSPECTION AND LOCALIZATION | SHEIKH, ASFAND M | 3626 | §103§112 | Final Rejection | — | Pending | May 12, 2025 |
| 19205380 | LLM SKILL LEARNING FOR MEDICAL DECISION MAKING THROUGH SELF-PLAY | NG, JONATHAN K | — | §101§103 | Non-Final OA | — | Pending | May 12, 2025 |
| 19202181 | ONLINE MULTI-MODALITY ROOT CAUSE ANALYSIS | MANOSKEY, JOSEPH D | — | §101§103 | Non-Final OA | — | Pending | May 08, 2025 |
| 19199922 | GENERATING CATEGORICAL DATA FOR MISSING VALUES IN ANOMALY DETECTION SYSTEMS | ALMANI, MOHSEN | 2159 | §103 | Final Rejection | — | Pending | May 06, 2025 |
| 19097273 | SENSOR-AGNOSTIC INDOOR LOCALIZATION FRAMEWORK | JHA, ABDHESH K | 4100 | §102§103 | Non-Final OA | — | Pending | Apr 01, 2025 |
| 19052465 | LARGE-SCALE ACOUSTIC RECOGNITION SYSTEM | RAHMAN, MD M | — | §103 | Non-Final OA | — | Pending | Feb 13, 2025 |
| 19051847 | ROUTER-GUIDED KNOWLEDGE INFUSION | BLANKENAGEL, BRYAN S | — | §101§102§103 | Non-Final OA | — | Pending | Feb 12, 2025 |
| 19039107 | DETECTING ARTIFICIAL INTELLIGENCE GENERATED TEXT IN LARGE DOCUMENT CORPORA | AZAD, ABUL K | — | §102§103 | Non-Final OA | — | Pending | Jan 28, 2025 |
| 19030328 | ENHANCING FIELD OPERATION EFFICIENCY AND NETWORK PERFORMANCE USING FIBER SENSING AND GENERATIVE AI / LLM | SANDHU, AMRITBIR K | — | §103 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19015018 | LARGE LANGUAGE MODEL AUGMENTATION WITH DEFINITE FINITE AUTOMATON | SUBRAMANI, NANDINI | — | §103 | Non-Final OA | — | Pending | Jan 09, 2025 |
| 19012201 | FAIRNESS-AWARE DOMAIN GENERALIZATION FOR MEDICAL DECISION MAKING | HEIN, DEVIN C | 3686 | §102§103 | Final Rejection | 55d | Pending | Jan 07, 2025 |
| 18968277 | EXPANDING TOKEN LENGTHS IN TRANSFORMER ENCODERS | DUFFY, CAROLINE TABANCAY | — | §103 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18968204 | RETRIEVAL AUGMENTED GENERATION FOR VIDEOS | MHEIR, ZUHEIR | 2198 | §101§102§103 | Final Rejection | 27d | Pending | Dec 04, 2024 |
| 18945989 | OPTIMIZING EDGE-ASSISTED AUGMENTED REALITY DEVICES | KALHORI, DAN F | 2618 | §103 | Non-Final OA | — | Pending | Nov 13, 2024 |
| 18944762 | KNOWLEDGE-ENHANCED PROCEDURE PLANNING OF INSTRUCTIONAL VIDEOS USING KNOWLEDGE GRAPH AND LARGE LANGUAGE MODELS | HULL, JAMES B | — | §101 | Non-Final OA | — | Pending | Nov 12, 2024 |
| 18938834 | 3D GUNSHOT LOCALIZATION, TRACKING, AND AI ENHANCED SYSTEM FOR SUBSTATION SECURITY | EUSTAQUIO, CAL J | 2686 | §103 | Final Rejection | 36d | Pending | Nov 06, 2024 |
| 18938823 | AGENT-BASED CARBON EMISSION REDUCTION SYSTEM | CHEN, WENREN | 3626 | §101§103 | Non-Final OA | 68d | Pending | Nov 06, 2024 |
| 18937628 | OPEN VOCABULARY ACTION DETECTION | HAIDER, SYED | — | §103 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18936290 | PHOTOREALISTIC TRAINING DATA AUGMENTATION | HSU, JONI | 2611 | §103 | Final Rejection | — | Pending | Nov 04, 2024 |
| 18935495 | OptiSenseGPT: Context-Aware Anomaly Detection with Natural Language Alerts and ActionableRecommendations for Distributed Fiber Optic Sensing Applications | AGAHI, DARIOUSH | 2656 | §103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935489 | INTEGRATED SECURITY SYSTEM FOR SUBSTATION MONITORING AND DETECTION USING DISTRIBUTED ACOUSTIC SENSING, DRONES, AND SECURITY CAMERAS | MA, KAM WAN | 2688 | §103 | Final Rejection | — | Pending | Nov 02, 2024 |
| 18935499 | INTERACTIVE SOLUTIONS FOR CABLE MAPPING OVER DEPLOYED OPTICAL FIBER NETWORKS | NGUYEN, QUANG X.L. | — | §102§103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935513 | INTEGRATED DISTRIBUTED FIBER OPTIC SENSING SYSTEM FOR ENHANCED OFFSHORE WIND TURBINE MONITORING USING PHYSICS-INFORMED MACHINE LEARNING ALGORITHMS | KINGSLAND, KYLE J | 2855 | §101§102§103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935515 | DISPLACEMENT SENSORS CONSTRUCTED USING LOW COST ToF SENSORS AND OPTICAL FIBERS WITH LARGE ELONGATION CAPABILITIES | PATEL, SANJIV D | — | §102§103 | Non-Final OA | — | Pending | Nov 02, 2024 |
| 18935505 | Resource Allocation for Power, Communication, and Transportation Infrastructure Restoration usingDistributed Fiber Optic Sensing | DELICH, STEPHANIE ZAGARELLA | 3623 | §101§103 | Final Rejection | 16d overdue | Pending | Nov 02, 2024 |
| 18935512 | Deep Learning and Language Model Enhanced System for Wind Turbine Monitoring Using DistributedFiber Optic Sensing (DL-LM-DFOS) | WASAFF, JOHN S. | 3629 | §101§103§112 | Final Rejection | — | Pending | Nov 02, 2024 |
| 18934756 | LEVERAGING SEMANTIC INFORMATION FOR A MULTI-DOMAIN VISUAL AGENT | MENDEZ MUNIZ, DYLAN JOHN | — | §103 | Non-Final OA | — | Pending | Nov 01, 2024 |
| 18934512 | MULTI-CAMERA ENTITY TRACKING TRANSFORMER MODEL | BAYNES, SAMUEL DAVID | — | §103 | Non-Final OA | — | Pending | Nov 01, 2024 |
| 18931681 | SELF-IMPROVING DATA ENGINE FOR AUTONOMOUS VEHICLES | GARCIA, PAULO ANDRES | — | §103 | Non-Final OA | — | Pending | Oct 30, 2024 |
| 18930454 | LINEAR ACOUSTIC SENSING WITH A FLEXIBLE ARRAY | ZHONG, XIN Y | — | §102§103 | Non-Final OA | — | Pending | Oct 29, 2024 |
| 18926709 | LOCALIZATION-AWARE CONFIDENCE CALIBRATION FOR MEDICAL DECISION MAKING | CODRINGTON, SHANE WRENSFORD | 2667 | §101§102§103 | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18924340 | CABLE NETWORK INSPECTION USING OPTICAL FIBER SENSING | PHAM, TOAN NGOC | — | §101§102§103 | Non-Final OA | — | Pending | Oct 23, 2024 |
| 18922837 | ADVERSARIAL IMITATION LEARNING ENGINE FOR KPI OPTIMIZATION | GO, JOHN PHILIP | 3681 | §101§103 | Final Rejection | 77d | Pending | Oct 22, 2024 |
| 18905280 | AUTOMATIC MULTI-MODALITY SENSOR CALIBRATION WITH NEAR-INFRARED IMAGES | WOLFSON, ETHAN NOAH | 3666 | §103 | Non-Final OA | — | Pending | Oct 03, 2024 |
| 18904639 | LANGUAGE-BASED OBJECT DETECTION AND DATA AUGMENTATION FOR SELF-DRIVING VEHICLE OPERATION | NGUYEN, TAN QUANG | 3661 | §103 | Non-Final OA | — | Pending | Oct 02, 2024 |
| 18904571 | LANGUAGE-BASED OBJECT DETECTION AND DATA AUGMENTATION | TSAI, TSUNG YIN | — | §102§103 | Non-Final OA | — | Pending | Oct 02, 2024 |
| 18903411 | HIERARCHICAL SCENE MODELING FOR SELF-DRIVING VEHICLES | PROTAZI, BRIGITER DIVULALE | 2612 | §103§112 | Final Rejection | — | Pending | Oct 01, 2024 |
| 18903348 | VIEW SYNTHESIS FOR SELF-DRIVING | SUN, JIANGENG | — | §103 | Non-Final OA | — | Pending | Oct 01, 2024 |
| 18901760 | INDOOR MIMO ACOUSTIC DETECTION AND LOCALIZATION USING TONE SIGNALS | BREIER, KRYSTINE E | 3645 | §103§112 | Non-Final OA | 83d | Pending | Sep 30, 2024 |
| 18901647 | ENHANCING AMI EVENT CLASSIFICATION WITH GRAPH NEURAL NETWORKS (GNNs) | JARRETT, SCOTT L | 3625 | §101 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18901562 | FIBER COUPLED NETWORK OF SENSORS FOR NEAR-INFRARED SPECTROSCOPY BASED TISSUE OXYGENATION | PYLE, SIENNA CHRISTINE | — | §101§102§103§112 | Non-Final OA | — | Pending | Sep 30, 2024 |
| 18891625 | AUTOMATIC ISSUE DETECTION IN MODELS | ALAVI, AMIR | — | §101 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18891590 | AUTOMATIC DATA SYSTEMS FOR NOVEL OBJECT DETECTION | DESIRE, GREGORY M | — | §101§102§103 | Non-Final OA | — | Pending | Sep 20, 2024 |
| 18816444 | MACHINE LEARNING MODEL FOR VIDEO WITH REAL-TIME RATE CONTROL | HUANG, FRANK F | 2485 | §103 | Final Rejection | — | Pending | Aug 27, 2024 |
| 18672464 | LATENCY-AWARE RESOURCE ALLOCATION FOR STREAM PROCESSING APPLICATIONS | KIM, DONG U | — | §103§112 | Non-Final OA | — | Pending | May 23, 2024 |
| 18670275 | WEIGHT ATTENTION FOR TRANSFORMERS IN MEDICAL DECISION MAKING MODELS | PHAM, KHANH B | — | §103 | Non-Final OA | — | Pending | May 21, 2024 |
| 18659785 | PANOPTIC SEGMENTATION WITH MULTI-DATASET TRAINING AND PART-WHOLE AWARENESS | THOMAS, SOUMYA | 2664 | §103 | Final Rejection | — | Pending | May 09, 2024 |
| 18659506 | QUESTION DECOMPOSITION IN VISUAL QUESTION ANSWERING | EDOUARD, PATRICIA KELLY | 3682 | §101§103 | Final Rejection | — | Pending | May 09, 2024 |
| 18650289 | ENSEMBLE LEARNING ENHANCED PROMPTING FOR OPEN RELATION EXTRACTION | PHAM, KHANH B | — | §103 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18649145 | INFORMATION EXTRACTION WITH LARGE LANGUAGE MODELS | EVANS, TRISTAN ISAAC | 3683 | §101§103 | Final Rejection | — | Pending | Apr 29, 2024 |
| 18628271 | INTERACTIVE SEMANTIC DOCUMENT MAPPING AND NAVIGATION WITH MEANING-BASED FEATURES | SMITH, SEAN THOMAS | 2659 | §101§103 | Final Rejection | 63d | Pending | Apr 05, 2024 |
| 18619872 | PRE-PROCESSING TIME SERIES DATA FOR EVENT RISK PREDICTION | BOYCE, ANDRE D | — | §101§103 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18620099 | ADVERSARIAL IMITATION LEARNING ENGINE FOR ACTION RISK ESTIMATION BASED ON SENSOR DATA | EKECHUKWU, CHINEDU U | 3695 | §103§112 | Non-Final OA | 70d | Pending | Mar 28, 2024 |
| 18620125 | ADVERSARIAL IMITATION LEARNING MODEL | RAMESH, TIRUMALE K | — | §101§103 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18619851 | SEQUENTIAL EVENT RISK PREDICTION | PUTTAIAH, ASHA | 3691 | §101§112 | Final Rejection | 28d | Pending | Mar 28, 2024 |
| 18616396 | ROAD DEFECT LEVEL PREDICTION | XIAO, DI | 2178 | §112 | Final Rejection | — | Pending | Mar 26, 2024 |
| 18616930 | FINE-TUNING VISION LANGAUGE MODELS WITH UNPAIRED DATA | TRAN, DANIEL DUC | — | §101§103§112 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18615535 | ROAD ANALYSIS WITH UNIVERSAL LEARNING | PELLETT, DANIEL T | — | §101§103§112 | Non-Final OA | — | Pending | Mar 25, 2024 |
| 18612606 | GRADIENT SPLIT SYSTEM FOR RICH HUMAN ANALYSIS | SHEN, QUN | 2662 | §103 | Final Rejection | 27d | Pending | Mar 21, 2024 |
| 18591838 | DYNAMIC PROMPT TUNING OF MACHINE LEARNING MODEL INPUTS | HASSAN, ALI MOHAMAD | 2653 | §101§102§103 | Final Rejection | — | Pending | Feb 29, 2024 |
| 18425715 | PRIVACY-PRESERVING INTERPRETABLE SKILL LEARNING FOR HEALTHCARE DECISION MAKING | LEE, WILLIAM MICHAEL | 3682 | §101§103 | Non-Final OA | — | Pending | Jan 29, 2024 |
| 18418332 | NEAR-INFRARED SPECTROSCOPY BASED HANDHELD TISSUE OXYGENATION SCANNER | SHIM, MORGAN SANGJO | 3791 | §101§103§112 | Non-Final OA | 70d | Pending | Jan 21, 2024 |
| 18545042 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18545055 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18545025 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | — | §103§112Other | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18539506 | SKILL LEARNING FOR DYNAMIC TREATMENT REGIMES | GARTLAND, SCOTT D | 3685 | §101§102§103§112 | Non-Final OA | — | Pending | Dec 14, 2023 |
| 18505732 | MACHINE LEARNING MODEL FOR MULTI-CAMERA MULTI-PERSON TRACKING | LIN, JESSICA YIFANG | 2668 | §101§103 | Final Rejection | 12d | Pending | Nov 09, 2023 |
| 18502488 | DOMAIN GENERALIZATION BY GSNR OF PARAMETERS | PRESSLY, KURT NICHOLAS | — | §101§103§112 | Non-Final OA | — | Pending | Nov 06, 2023 |
| 18497079 | VISUAL QUESTION ANSWERING WITH UNLABELED IMAGE AUGMENTATION | BALDWIN, RANDALL KERN | — | §101§103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18493331 | NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING | COLE, BRANDON S | 2128 | §101§102§103§112Other | Final Rejection | 56d overdue | Pending | Oct 24, 2023 |
| 18485240 | UTILITY POLE LOCALIZATION FROM AMBIENT DATA | HAGOS, EYOB | 2857 | §101 | Non-Final OA | 26d overdue | Pending | Oct 11, 2023 |
| 18479385 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | — | Pending | Oct 02, 2023 |
| 18479416 | A PEPTIDE BASED VACCINE GENERATION SYSTEM WITH DUAL PROJECTION GENERATIVE ADVERSARIAL NETWORKS | BICKHAM, DAWN MARIE | 1685 | §101 | Non-Final OA | — | Pending | Oct 02, 2023 |
| 18479372 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | 34d | Pending | Oct 02, 2023 |
| 18479326 | INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES | YI, HYUNGJUN B | 2146 | §101§103 | Non-Final OA | 26d | Pending | Oct 02, 2023 |
| 18471630 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112 | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471667 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471564 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | HANKS, BENJAMIN L | 3684 | §101§103 | Final Rejection | — | Pending | Sep 21, 2023 |
| 18471558 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§102§103§112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471641 | PEPTIDE SEARCH SYSTEM FOR IMMUNOTHERAPY | LANE, THOMAS BERNARD | — | §112DP | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18471570 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§102§103§112Other | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18453439 | CROSS-MODAL SELF-SUPERVISED LEARNING FOR INFRASTRUCTURE ANALYSIS | TAYLOR, MEREDITH IREENE DUPAI | 2671 | §103 | Non-Final OA | — | Pending | Aug 22, 2023 |
| 18451412 | LAN-AWARE QUALITY OF SERVICE ORCHESTRATION | JAGANNATHAN, MELANIE | 2468 | §102§103 | Final Rejection | 14d | Pending | Aug 17, 2023 |
| 18450799 | SKILL DISCOVERY FOR IMITATION LEARNING | SHELTON, SETH CAPRIANO-UMA | 2141 | §103§112 | Non-Final OA | — | Pending | Aug 16, 2023 |
| 18449748 | DISENTANGLED WASSERSTEIN AUTOENCODER FOR PROTEIN ENGINEERING | THOMPSON, MILANA KAYE | 2147 | §103§112 | Non-Final OA | — | Pending | Aug 15, 2023 |
| 18320993 | NOVEL AI-DRIVEN APPROACH TO DETECT ADN LOCALIZE VEHICLE EMERGENCY STOPS BASED ON VEHICLE TRAJECTORY USING DISTRIBUTED FIBER OPTIC SENSING (DFOS) DATA | ISLAM, MOHAMMAD K | 2857 | §101 | Final Rejection | 31d overdue | Pending | May 21, 2023 |
| 18319803 | PEPTIDE BINDING MOTIF GENERATION | SANFORD, DIANA PATRICIA | — | §101§103§112 | Non-Final OA | — | Pending | May 18, 2023 |
| 18319472 | DYNAMIC INTENT-BASED NETWORK COMPUTING JOB ASSIGNMENT USING REINFORCEMENT LEARNING | LAI, DYLAN HONG | 2144 | §101§103 | Final Rejection | — | Pending | May 17, 2023 |
| 18316199 | UTILITY POLE INTEGRITY ASSESSMENT BY DAS AND MACHINE LEARNING USING ENVIRONMENTAL NOISE | KIDWELL, KAITLYN ELIZABETH | 2877 | §103§112 | Final Rejection | 8d | Pending | May 11, 2023 |
| 18302908 | MULTI-MODALITY ATTACK FORENSIC ANALYSIS MODEL FOR ENTERPRISE SECURITY SYSTEMS | DHARIA, RUPAL | 2492 | §103§112 | Final Rejection | — | Pending | Apr 19, 2023 |
| 18174799 | TCR ENGINEERING WITH DEEP REINFORCEMENT LEARNING FOR INCREASING EFFICACY AND SAFETY OF TCR-T IMMUNOTHERAPY | KALLAL, ROBERT JAMES | — | §101§103§112DP | Non-Final OA | — | Pending | Feb 27, 2023 |
| 18152238 | SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION | KIM, SEHWAN | 2129 | §103§112 | Final Rejection | 57d | Pending | Jan 10, 2023 |
| 18151686 | T-CELL RECEPTOR OPTIMIZATION WITH REINFORCEMENT LEARNING AND MUTATION POLICIES FOR PRECISION IMMUNOTHERAPY | SMITH, EMILIE ALINE | — | §101§102§103§112DP | Non-Final OA | — | Pending | Jan 09, 2023 |
| 17984413 | MULTI-MODALITY DATA ANALYSIS ENGINE FOR DEFECT DETECTION | SANTOS, AARRON EDUARDO | 3663 | §103 | Final Rejection | 5d | Pending | Nov 10, 2022 |
| 17896747 | ORDINAL CLASSIFICATION THROUGH NETWORK DECOMPOSITION | BASOM, BLAINE T | 2141 | §103§112 | Final Rejection | 78d | Pending | Aug 26, 2022 |
| 17888819 | INTERDEPENDENT CAUSAL NETWORKS FOR ROOT CAUSE LOCALIZATION | ROHD, BENJAMIN MATTHEW | 2147 | §101§103 | Final Rejection | 9d | Pending | Aug 16, 2022 |
| 17883729 | MODEL PERSONALIZATION SYSTEM WITH OUT-OF-DISTRIBUTION EVENT DETECTION IN DIALYSIS MEDICAL RECORDS | VO, STEVEN | 1687 | §101§103§112 | Non-Final OA | — | Pending | Aug 09, 2022 |
| 17877081 | DYNAMIC CAUSAL DISCOVERY IN IMITATION LEARNING | JABLON, ASHER H. | 2127 | §101§103§112 | Final Rejection | — | Pending | Jul 29, 2022 |
| 17510882 | PEPTIDE-BASED VACCINE GENERATION | BICKHAM, DAWN MARIE | 1685 | §103§112 | Final Rejection | 12d | Pending | Oct 26, 2021 |
| 17379078 | DIALYSIS EVENT PREDICTION | DASGUPTA, SHOURJO | 2121 | §101§103 | Non-Final OA | — | Pending | Jul 19, 2021 |
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