Prosecution Insights
Last updated: October 23, 2026

Optum Inc.: all pending office actions

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App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19348133 MACHINE LEARNING TECHNIQUES FOR GENERATING PERSONALIZED AUTOCOMPLETE PREDICTION MORRIS, JOHN J 2151 §103Other Non-Final OA — Pending Oct 02, 2025
19245798 MULTI-DIMENSIONAL EVALUATIONS FOR THE CLASSIFICATION OF DATA OBJECTS MINCEY, JERMAINE A 2159 DP Non-Final OA — Pending Jun 23, 2025
19072797 CHUTE COVER FOR DISPENSER CRAWFORD, GENE O 3651 §102§103 Non-Final OA — Pending Mar 06, 2025
19056352 Systems and Methods for Data Record Routing GUNN, JEREMY L 3624 §101 Final Rejection — Pending Feb 18, 2025
19006055 Multi-Channel Intent Summarization Using Utterance Shift and Span Detection KIM, JONATHAN C 2653 §103 Non-Final OA — Pending Dec 30, 2024
19005307 TECHNIQUES FOR IMPROVING DATA RELIABILITY OF DIGITIZED TEXT USING CERTAINTY ALGORITHMS LAM, PHILIP HUNG FAI 2656 §101DP Non-Final OA — Pending Dec 30, 2024
19002074 SYSTEMS AND METHODS FOR IMPROVING MACHINE RECOGNITION OF RELATIONSHIPS BETWEEN MEDICAL ENTITIES EXTRACTED FROM STRUCTURED RECORDS MPAMUGO, CHINYERE 3685 §101 Non-Final OA — Pending Dec 26, 2024
18978748 Systems and Methods for Analyzing and Condensing Encounter-Related Information WILLIAMS, TERESA S 3687 §101§103 Final Rejection — Pending Dec 12, 2024
18978755 Systems and Methods for Analyzing and Condensing Audio Information Relating to an Encounter CHAWAN, VIJAY B 2658 §101§102 Non-Final OA — Pending Dec 12, 2024
18958676 PRIORITIZING SECURITY VULNERABILITIES IN COMPUTING ECOSYSTEMS LIN, AMIE CHINYU 2436 §101§102§103 Non-Final OA — Pending Nov 25, 2024
18941211 DECISION SUPPORT SYSTEM INCLUDING SPARSIFIED MACHINE-LEARNED MODEL FOR AUTOMATIC GENERATION OF APPEALS PARK, YONG S 3694 §101§103 Final Rejection — Pending Nov 08, 2024
18911948 AUTONOMOUS CLOUD-BASED POLICY VALIDATION HACKENBERG, RACHEL J 2454 §102§112 Final Rejection — Pending Oct 10, 2024
18830989 SYSTEM AND METHOD FOR PREDICTION-BASED IMAGING OF COMPUTING DEVICES PAULINO, LENIN 2197 §103 Non-Final OA — Pending Sep 11, 2024
18826650 INTELLIGENT CODE GENERATION BLOOMQUIST, KEITH D 2171 §103§112 Final Rejection — Pending Sep 06, 2024
18772794 CONTEXTUALIZED TASK-SPECIFIC GRAPHICAL VISUALIZATION RELATED TO THIRD-PARTY DATA SOURCES RIVERA, ANIBAL 2192 §101§102§103 Final Rejection — Pending Jul 15, 2024
18768131 ENTERPRISE-SPECIFIC LANGUAGE MODEL TRAINING TECHNIQUES GALVIN-SIEBENALER, PAUL MICHAEL 2147 §101§103§112 Non-Final OA — Pending Jul 10, 2024
18740788 SYSTEMS AND METHODS FOR INTEGRATING MULTIPLE MODEL SIMULATIONS VIRREIRA, ROLANDO PATRICK 2143 §101§103 Non-Final OA — Pending Jun 12, 2024
18736786 SYSTEMS AND METHODS FOR RETRIEVING INFORMATION FROM KNOWLEDGE GRAPHS BASED ON QUERY CONTEXT HAN, BYUNGKWON 2121 §101§103§112 Non-Final OA — Pending Jun 07, 2024
18737277 SYSTEMS AND METHODS FOR GENERATING IMPROVED TRAINING DATA FOR MACHINE LEARNING APPLICATIONS ANDREI, RADU 3697 §101 Non-Final OA — Pending Jun 07, 2024
18736780 SYSTEMS AND METHODS FOR DATA EXTRACTION MARI VALCARCEL, FERNANDO MARIANO 2159 §103 Final Rejection 14d Pending Jun 07, 2024
18731670 SYSTEM AND METHOD TO COUNT PILLS MAI, THIEN T 2876 §103 Final Rejection — Pending Jun 03, 2024
18679924 SYSTEMS AND METHODS FOR PREDICTING CONDITION OF AN ENTITY VIA MACHINE-LEARNING LEE, MICHAEL CHRISTOPHER 2128 §101§103 Non-Final OA — Pending May 31, 2024
18677412 SYSTEMS AND METHODS FOR DYNAMICALLY OPTIMIZING ZONE CONFIGURATIONS ULLAH, ARIF 3625 §101§103 Final Rejection — Pending May 29, 2024
18672358 SYSTEM AND METHODS FOR MANAGING MEDICAL IMAGING DATA ERICKSON, BENNETT S 3683 §103 Non-Final OA 10d overdue Pending May 23, 2024
18668748 SYSTEMS AND METHODS FOR EMOTION-BASED CALL SUMMARIZATION PULLIAS, JESSE SCOTT 2655 §103 Non-Final OA — Pending May 20, 2024
18657327 PROMPT ENGINEERING AND IN-CONTEXT EXAMPLE SELECTION FOR LARGE LANGUAGE MODELS KIM, JONATHAN C 2653 §101§103 Non-Final OA — Pending May 07, 2024
18648869 NATURAL LANGUAGE INTERFACE FOR PREDICTIVE MODELS ZENG, WENWEI 2146 §101§103 Non-Final OA — Pending Apr 29, 2024
18648910 USER INTERFACE AND NATURAL LANGUAGE INTERFACE FOR PREDICTIVE MODELS WASAFF, JOHN S. 3629 §101§103 Non-Final OA — Pending Apr 29, 2024
18633751 SYSTEM AND METHOD FOR VALIDATING A CLASSIFICATION CODE ASSIGNED TO A DATA OBJECT BY A FIRST ARTIFICIAL INTELLIGENCE (AI) MODEL USING A SECOND AI MODEL HOUNTON, AWADAGBE GERARD 2126 §101§103 Non-Final OA — Pending Apr 12, 2024
18591292 GENERATING LARGE LANGUAGE MODEL PROMPTS BASED ON KNOWLEDGE GRAPHS SPOONER, LAMONT M 2657 §103 Non-Final OA — Pending Feb 29, 2024
18436562 MACHINE LEARNING TECHNIQUES FOR SYNTHESIZING MULTI-MODAL DATASETS JABLON, ASHER H. 2127 §101§103§112 Non-Final OA — Pending Feb 08, 2024
18434959 REFINED QUERY RESOLUTION BASED ON RELEVANT SEARCH CLUSTERING USING REAL TIME DATA ADAMS, CHARLES D 2152 §101§103 Final Rejection 28d Pending Feb 07, 2024
18428206 SYSTEMS AND METHODS FOR INTELLIGENT MODEL TRAINING USING RELEVANT DATA OBJECTS CHAWAN, VIJAY B 2658 §102 Non-Final OA — Pending Jan 31, 2024
18400184 METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR PREDICTING WHEN PRIOR AUTHORIZATION IS REQUIRED FOR A HEALTH CARE PROCEDURE USING STATISTICAL ANALYTICS CHAKRAVARTI, ARUNAVA 3692 §101 Final Rejection 160d overdue Pending Dec 29, 2023
18400043 SYSTEMS AND METHODS FOR DETECTING UNNECESSARY RESOURCE RE-UTILIZATION GEDRA, OLIVIA ROSE 2853 §101§103 Non-Final OA — Pending Dec 29, 2023
18395267 REAL-TIME MACHINE LEARNING TECHNIQUES FOR PROACTIVELY GENERATING AND ACTING ON USER-SPECIFIC ACTIVITY INSIGHTS TRAN, AMY NMN 2126 §101§102§103 Non-Final OA — Pending Dec 22, 2023
18500664 REFINED SEARCH RESOLUTION BASED ON CAUSAL MAPPING USING REAL TIME DATA MINCEY, JERMAINE A 2159 §101 Non-Final OA 70d Pending Nov 02, 2023
18483180 CENTRALIZED MODEL MAINTENANCE UTILIZING THIRD-PARTY WORKSPACES CHAN, HOWIE 4100 §101§103 Non-Final OA — Pending Oct 09, 2023
18483287 WORKSPACE MANAGEMENT FOR IMPROVED MODEL HASTY, NICHOLAS 2141 §102§103 Final Rejection — Pending Oct 09, 2023
18477359 TRAINING AND TUNING OF LARGE LANGUAGE MODELS FOR GENERATING DOMAIN-SPECIFIC PREDICTIONS BALAKRISHNAN, VIJAY MURALI 2143 §103 Final Rejection — Pending Sep 28, 2023
18462846 REMOTE QUERY PROCESSING FOR A FEDERATED QUERY SYSTEM BASED ON PREDICTED QUERY PROCESSING DURATION GMAHL, NAVNEET K 2166 §103 Final Rejection — Pending Sep 07, 2023
18461132 AUDIO TARGETING FOR OPTIMAL LOCATION OF MICROPHONE TO RECORD BIOMETRIC SIGNALS FOR TELEMEDICINE ABULABAN, ABDALLAH 3645 §103§112 Non-Final OA — Pending Sep 05, 2023
18365364 SERIALIZABLE SYNTHETIC DATA MODEL FOR DATA DRIFT DETECTION ADMASU, MAHLIET TASEW 2123 §101§103 Final Rejection — Pending Aug 04, 2023
18365461 SYSTEMS AND METHODS FOR INTELLIGENT IDENTIFICATION OF FALL EVENTS BARR, MARY EVANGELINE 3682 — Final Rejection — Pending Aug 04, 2023
18358302 UNIVERSAL AND MACHINE LEARNING MODEL AGNOSTIC CONTROL AND TRACKING TSAI, JAMES T 2147 §103 Final Rejection — Pending Jul 25, 2023
18316565 SYSTEMS AND METHODS FOR NEUROCOGNITIVE AND AFFECTIVE DISORDERS SCREENING ANTOINE, LISA HOPE 3715 §101§103 Non-Final OA 27d Pending May 12, 2023
18314428 DEEP LEARNING ARCHITECTURES FOR REDUCING INCIDENTAL TRUNCATION BIAS, AND SYSTEMS AND METHODS OF USE BADAWI, SHERIEF 2169 §101§103§112 Non-Final OA 53d overdue Pending May 09, 2023
18122897 SYSTEM AND METHODS FOR ANOMALY AND MALWARE DETECTION IN MEDICAL IMAGING DATA FARAMARZI, GITA 2496 §103 Non-Final OA 23d overdue Pending Mar 17, 2023
18180380 GRAPH BASED PREDICTIVE INFERENCES FOR DOMAIN TAXONOMY SIPPEL, MOLLY CLARKE 2122 §101 Non-Final OA — Pending Mar 08, 2023
18118992 FOREIGN OBJECT DETECTION FOR MAGNETIC EXPOSURE WINSTON III, EDWARD B 3683 §101 Final Rejection 2d overdue Pending Mar 08, 2023
18175057 SYSTEMS AND METHODS FOR AUTOMATIC HEALTH DATA PROCESSING SHELDEN, BION A 3685 §101§112 Final Rejection — Pending Feb 27, 2023
18168774 REINFORCEMENT LEARNING FOR OPTIMIZING CROSS-CHANNEL COMMUNICATIONS SMITH, KEVIN LEE 2122 §101§103 Final Rejection — Pending Feb 14, 2023
18162157 METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR DISCOVERING PATIENT BENEFITS UNDER A HEALTH CARE COVERAGE PLAN REYES, REGINALD R 3684 §101 Final Rejection 13d Pending Jan 31, 2023
18149441 MACHINE LEARNING INSIGHTS BASED ON IDENTIFIER DISTRIBUTIONS PRESSLY, KURT NICHOLAS 2125 §101§103 Non-Final OA 8d Pending Jan 03, 2023
18063715 DATA MODELING AND PROCESSING TECHNIQUES FOR GENERATING PREDICTIVE METRICS LEE, PO HAN 3623 §101§112 Non-Final OA — Pending Dec 09, 2022
18047209 METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR GENERATING MULTI-MEASURE OPTIMIZED RANKING DATA OBJECTS DAUD, ABDULLAH AHMED 2164 §103 Final Rejection — Pending Oct 17, 2022
17817472 MACHINE LEARNING TECHNIQUES FOR GENERATING COHORTS AND PREDICTIVE MODELING BASED THEREOF OBEID, MAMON A 3687 §101§103 Non-Final OA — Pending Aug 04, 2022
17660143 ONTOLOGY CHANGE GRAPH PUBLISHING SYSTEM SPRATT, BEAU D 2100 §103 Non-Final OA — Pending Apr 21, 2022
17658070 MACHINE LEARNING TECHNIQUES FOR EXTRACTING INTERPRETABILITY DATA AND ENTITY-VALUE PAIRS FACCENDA, GISEL GABRIELA 2127 §103 Final Rejection — Pending Apr 05, 2022
17517099 PREDICTIVE TARGET EVENT EVALUATION USING SEGMENT VALUATION DISTRIBUTIONS FOR PROPOSED EVENT ALTERNATIVES GODBOLD, DAVID GARRISON 3628 §101 Final Rejection 20d Pending Nov 02, 2021
17453265 TRAINING CLASSIFICATION MACHINE LEARNING MODELS WITH IMBALANCED TRAINING SETS SUSSMAN MOSS, JACOB ZACHARY 2122 §101§103 Non-Final OA — Pending Nov 02, 2021
17468057 UTILITY DETERMINATION PREDICTIVE DATA ANALYSIS SOLUTIONS USING MAPPINGS ACROSS RISK DOMAINS AND EVALUATION DOMAINS BOSWELL, BETH V 3625 §101 Non-Final OA 35d Pending Sep 07, 2021
17445270 METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR GENERATING ACTIVITY SCORE DATA OBJECTS AND COMPOSITE SCORE DATA OBJECTS REICHERT, RACHELLE LEIGH 3686 §101 Final Rejection — Pending Aug 17, 2021
17344510 COMPUTER SYSTEMS AND METHODS FOR MACHINE-LEARNING BASED TREATMENT MODELING FOR ONCOLOGY BASED ON INCONSISTENT RAS BIOMARKER DETECTION DATA RECORDS ANDERSON-FEARS, KEENAN NEIL 1687 §101§103Other Final Rejection 9d Pending Jun 10, 2021
16931670 PREDICTIVE DATA ANALYSIS TECHNIQUES FOR CROSS-TEMPORAL ANOMALY DETECTION BOSTWICK, SIDNEY VINCENT 2124 §103§112 Final Rejection — Pending Jul 17, 2020
19247731 INTELLIGENT AUTOMATIC ORCHESTRATION OF MACHINE-LEARNING BASED PROCESSING PIPELINE WOO, ISAAC M 2161 §102 Non-Final OA — Pending Jun 24, 2025
18980883 POST-FILTERING DATA EXPANSION SINGH, AMRESH 2159 §103 Non-Final OA — Pending Dec 13, 2024
18980852 NATURAL LANGUAGE PROCESSING TECHNIQUES USING MULTI-CONTEXT SELF-ATTENTION MACHINE LEARNING FRAMEWORKS MASTERS, KRISTEN MICHELLE 2659 §101§103 Non-Final OA — Pending Dec 13, 2024
18629150 SYSTEMS AND METHODS FOR INTELLIGENT SYSTEM RESOURCE ALLOCATION MISIASZEK, AMBER ALTSCHUL 3682 §101 Non-Final OA 22d Pending Apr 08, 2024
18628883 MACHINE LEARNING FRAMEWORKS FOR GENERATING AND LEVERAGING CONTEXTUALIZED ENTITY EMBEDDINGS TAILORED TO DOWNSTREAM PREDICTIVE TASKS HOOVER, BRENT JOHNSTON 2127 §101§103§112 Non-Final OA — Pending Apr 08, 2024
18618529 SEARCH DOMAIN-BASED KEYWORD GENERATION AND USER INTERFACE FILTERING AND NAVIGATION FIBBI, CHRISTOPHER J 2174 §103 Final Rejection 2d overdue Pending Mar 27, 2024
18610822 SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-DRIVEN CANDIDATE SELECTION TORRICO-LOPEZ, ALAN 3625 §101 Final Rejection — Pending Mar 20, 2024
18506546 SYSTEMS AND METHODS FOR AUTOMATED TRIAGING OF ELECTRONIC ORDERED LISTS GO, JOHN PHILIP 3681 §101§103 Final Rejection — Pending Nov 10, 2023
18486270 COMPUTER IMPLEMENTED TECHNIQUES FOR SAMPLE OPTIMIZATION TOMASZEWSKI, MICHAEL 3681 §101 Final Rejection 28d Pending Oct 13, 2023
18463392 SYSTEMS AND METHODS FOR OPTIMIZING A SAMPLE SIZE OF AN INVESTIGATION KANAAN, LIZA TONY 3683 §101§102 Non-Final OA — Pending Sep 08, 2023
18313426 IMAGE PROCESSING TECHNIQUES FOR GENERATING PREDICTIONS CASTILLO-TORRES, KEISHA Y 2659 §101§103 Final Rejection 8d Pending May 08, 2023
18304788 SYSTEMS AND METHODS FOR IMPROVED PROVIDER PROCESSES USING CLAIM LIKELIHOOD RANKING VAN DUZER, ALEXIS KIM 3682 §101§112 Final Rejection — Pending Apr 21, 2023
18178043 MACHINE LEARNING MONITORING TECHNIQUES FOR IDENTIFYING AND FACILITATING MODEL RETRAINING DAY, ROBERT N 2122 §101§102§103 Final Rejection 46d overdue Pending Mar 03, 2023
18166719 COMPUTING TASK ALLOCATION FOR COMPLEX MULTI-TASK PROCESSES WAI, ERIC CHARLES 2195 §103 Final Rejection — Pending Feb 09, 2023
18164112 RISK SCORE EVALUATION USING AGENT-BASED SIMULATIONS HAIDER, FAWAAD 3627 §101 Final Rejection — Pending Feb 03, 2023
18065088 METHOD, SYSTEM, AND APPARATUS FOR GENERATING AND TRAINING A DIGITAL SIGNAL PROCESSOR FOR EVALUATING GRAPH DATA GODO, MORIAM MOSUNMOLA 2148 §103§112 Final Rejection — Pending Dec 13, 2022

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