Prosecution Insights
Prosecution Insights
49 pending office actions • 18 art units • 31 examiners • 0 of 49 (0%) have an AI response strategy ready • 55 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 20 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. 20 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 | 14 (29%) |
| §101 + other | 29 (59%) |
| §103 only | 3 (6%) |
| §102 only | 1 (2%) |
| §112 only | 1 (2%) |
| Multi-statute (no §101) | 1 (2%) |
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 |
|---|---|---|---|
| ABDULLAH, AAISHA | 4 | 24.5% | +40.7% |
| COBANOGLU, DILEK B | 4 | 33.4% | +27.4% |
| STONE, RACHAEL SOJIN | 4 | 55.2% | +21.0% |
| WILLIAMS, TERESA S | 3 | 25.2% | +17.8% |
| LAGOY, KYRA RAND | 3 | 11.8% | -14.3% |
| NAJARIAN, LENA | 3 | 38.7% | +38.8% |
| SANGHERA, STEVEN G.S. | 3 | 30.0% | +29.1% |
| BARR, MARY EVANGELINE | 2 | 35.9% | +31.8% |
| BALAJ, ANTHONY MICHAEL | 1 | 29.8% | +32.4% |
| MAHMUD, GOLAM | 1 | 60.5% | +29.0% |
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 |
|---|---|---|---|
| 17824440 | COMPUTER SYSTEM FOR CONTRAINDICATION IDENTIFICATION USING A DATA MODEL AND ELECTRONIC RECORDS | JACKSON, JORDAN L | 88d overdue |
| 18733432 | OUTREACH COMMUNICATION CONTROLS USING MACHINE LEARNING | GARTLAND, SCOTT D | 50d overdue |
| 19030647 | Messaging Protocol | LAGOY, KYRA RAND | 31d overdue |
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 31d overdue |
| 19026089 | Determining A Cardiovascular Ischemic Event And Decision Support Tool | ERICKSON, BENNETT S | 30d overdue |
| 16429492 | ADAPTIVE MEDICAL DOCUMENTATION SYSTEM | HOLCOMB, MARK | 25d overdue |
| 18916548 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 22d overdue |
| 17196766 | INTELLIGENT SCHEDULING SYSTEM AND METHODS BASED ON PATIENT SPECIFIC DATA AND CLUSTER SIMILARITY | COVINGTON, AMANDA R | 8d overdue |
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 |
|---|---|---|---|
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 31d overdue |
| 18916548 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 22d overdue |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 4d overdue |
| 19026234 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 2d overdue |
| 19026246 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 2d overdue |
| 17072811 | Clinical Source of Truth with Patient Status Orders Automation and Validation throughout the Clinically Driven Revenue Cycle Management Life Cycle | WILLIAMS, TERESA S | 15d |
| 19211431 | MACHINE LEARNING BASED SMART ARRAY FOR HEALTHCARE PROVIDERS | BALAJ, ANTHONY MICHAEL | — |
| 19184135 | DASHBOARD INTERFACE | MAHMUD, GOLAM | — |
| Art Unit | Apps |
|---|---|
| 3687 | 9 |
| 3681 | 7 |
| 3685 | 5 |
| 3684 | 5 |
| 3682 | 3 |
| 3624 | 2 |
| 3683 | 2 |
| 3686 | 2 |
| 2169 | 1 |
| 2168 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19211431 | MACHINE LEARNING BASED SMART ARRAY FOR HEALTHCARE PROVIDERS | BALAJ, ANTHONY MICHAEL | 3682 | §101§102§103 | Non-Final OA | — | Pending | May 19, 2025 |
| 19184135 | DASHBOARD INTERFACE | MAHMUD, GOLAM | — | §102 | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19093670 | Advanced Forecasting Tool for Key Performance Indicators in Revenue Cycle Management | OBAID, HAMZEH M | 3624 | §101§102 | Non-Final OA | — | Pending | Mar 28, 2025 |
| 19067507 | Machine Learning Engine And Rule Engine For Document Auto-Population Using Historical And Contextual Data | WILLIAMS, TERESA S | — | §101§102§103 | Non-Final OA | — | Pending | Feb 28, 2025 |
| 19030816 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112Other | Final Rejection | 14d | Pending | Jan 17, 2025 |
| 19027155 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19028327 | Forecasting Arterial Embolic And Bleeding Events | ABDULLAH, AAISHA | 3681 | §101§103Other | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19027185 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030647 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §101§103§112 | Final Rejection | 31d overdue | Pending | Jan 17, 2025 |
| 19028886 | Forecasting Arterial Embolic And Bleeding Events | ABDULLAH, AAISHA | 3681 | §101§103Other | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19027225 | Discovering Context-Specific Complexity And Utilization Trajectories | NAJARIAN, LENA | 3687 | §101§103§112 | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19028386 | Forecasting Arterial Embolic And Bleeding Events | ABDULLAH, AAISHA | 3681 | §101§102§103Other | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19030745 | Messaging Protocol | LAGOY, KYRA RAND | 3685 | §103 | Final Rejection | 2d overdue | Pending | Jan 17, 2025 |
| 19028289 | Forecasting Arterial Embolic And Bleeding Events | ABDULLAH, AAISHA | 3681 | §101§103Other | Non-Final OA | — | Pending | Jan 17, 2025 |
| 19026089 | Determining A Cardiovascular Ischemic Event And Decision Support Tool | ERICKSON, BENNETT S | 3683 | §101 | Final Rejection | 30d overdue | Pending | Jan 16, 2025 |
| 19026291 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 3684 | §101§112 | Final Rejection | 31d overdue | Pending | Jan 16, 2025 |
| 19026206 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 4d overdue | Pending | Jan 16, 2025 |
| 19026070 | Predicting Glycogen Storage Diseases (Pompe Disease) And Decision Support | STONE, RACHAEL SOJIN | — | §101§103§112 | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19026234 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19026246 | Integrated Coordination Of Care | COBANOGLU, DILEK B | 3687 | §101 | Final Rejection | 2d overdue | Pending | Jan 16, 2025 |
| 19016473 | Reducing The Risk Of Potentially Preventable Events | SANGHERA, STEVEN G.S. | 3684 | §101§103 | Final Rejection | — | Pending | Jan 10, 2025 |
| 19013600 | Indicator For Probable Inheritance Of Genetic Disease | KANAAN, MAROUN P | — | §101§102 | Non-Final OA | — | Pending | Jan 08, 2025 |
| 18916548 | Patient Safety Using Virtual Observation | SANGHERA, STEVEN G.S. | 3684 | §101 | Final Rejection | 22d overdue | Pending | Oct 15, 2024 |
| 18891267 | Deduplicating And Grouping Allergy Events Using Concept Mapping Of Free Text With Large Language Models | HO, ANDREW N | 2169 | §103 | Final Rejection | — | Pending | Sep 20, 2024 |
| 18773517 | Concept Agnostic Reconcilation And Prioritization Based On Deterministic And Conservative Weight Methods | HU, XIAOQIN | 2168 | §112 | Final Rejection | 17d overdue | Pending | Jul 15, 2024 |
| 18742412 | Deduplicating And Grouping Medication Events Using Concept Mapping Of Free Text With Large Language Models | RUIZ, JOSHUA DAMIAN | 3684 | §101§103 | Non-Final OA | 3d overdue | Pending | Jun 13, 2024 |
| 18733432 | OUTREACH COMMUNICATION CONTROLS USING MACHINE LEARNING | GARTLAND, SCOTT D | 3685 | §101§103 | Final Rejection | 50d overdue | Pending | Jun 04, 2024 |
| 18410219 | Concept Mapping Using Large Language Models | HUYNH, EMILY | 3683 | §101§112 | Final Rejection | 26d | Pending | Jan 11, 2024 |
| 18397052 | ERROR RESOLUTION AND AUTO-CORRECTION FOR UNPROCESSED DATA RECORDS | LIN, KATHERINE Y | 2113 | §101 | Final Rejection | — | Pending | Dec 27, 2023 |
| 18391624 | Ontological Standards Based Approach To Charting Utilizing A Generic Concept Content Based Framework Across Multiple Localized Proprietary Domains | IQBAL, MUSTAFA | 3625 | §101 | Final Rejection | 16d | Pending | Dec 20, 2023 |
| 18492202 | Dynamic Assessment For Decision Support | BARR, MARY EVANGELINE | 3682 | §101 | Non-Final OA | — | Pending | Oct 23, 2023 |
| 18322296 | PATIENT INFORMATION MANAGEMENT SYSTEMS AND METHODS OF PROCESSING PATIENT INFORMATION BASED ON NON-HEALTHCARE DATA | CHOI, DAVID | 3684 | §101 | Non-Final OA | 49d | Pending | May 23, 2023 |
| 18314522 | REGULATORY DOCUMENT ANALYSIS WITH NATURAL LANGUAGE PROCESSING | NGUYEN, CHAU T | 2145 | §103Other | Final Rejection | — | Pending | May 09, 2023 |
| 18192099 | PREDICTING REIMBURSEMENT FOR HEALTHCARE SERVICES | STONE, RACHAEL SOJIN | 3681 | §101§103 | Non-Final OA | — | Pending | Mar 29, 2023 |
| 17824440 | COMPUTER SYSTEM FOR CONTRAINDICATION IDENTIFICATION USING A DATA MODEL AND ELECTRONIC RECORDS | JACKSON, JORDAN L | 2857 | §101 | Final Rejection | 88d overdue | Pending | May 25, 2022 |
| 17509430 | Service Request Prioritization | MINOR, AYANNA YVETTE | 3624 | §101 | Final Rejection | 4d overdue | Pending | Oct 25, 2021 |
| 17497329 | AUTOMATED TRANSFORMATION DOCUMENTATION OF MEDICAL DATA | MCQUITERY, DIEDRA M | 2166 | §101§112 | Final Rejection | — | Pending | Oct 08, 2021 |
| 17497333 | AUTOMATED TRANSFORMATION DOCUMENTATION OF MEDICAL DATA | PAULSON, SHEETAL R. | 3615 | §101 | Final Rejection | — | Pending | Oct 08, 2021 |
| 17196766 | INTELLIGENT SCHEDULING SYSTEM AND METHODS BASED ON PATIENT SPECIFIC DATA AND CLUSTER SIMILARITY | COVINGTON, AMANDA R | 3686 | §101§112 | Final Rejection | 8d overdue | Pending | Mar 09, 2021 |
| 17128582 | PREDICTIVE, DIAGNOSTIC AND THERAPEUTIC APPLICATIONS OF WEARABLES FOR MENTAL HEALTH | MUTCHLER, CHRISTOPHER JOHN | 3796 | §101 | Non-Final OA | — | Pending | Dec 21, 2020 |
| 17123520 | Opioid Use Disorder Predictor | STONE, RACHAEL SOJIN | 3681 | §101§112 | Non-Final OA | — | Pending | Dec 16, 2020 |
| 17072811 | Clinical Source of Truth with Patient Status Orders Automation and Validation throughout the Clinically Driven Revenue Cycle Management Life Cycle | WILLIAMS, TERESA S | 3687 | §101§103 | Final Rejection | 15d | Pending | Oct 16, 2020 |
| 16730035 | INTEGRATED HEALTH CONTENT FRAMEWORK | WILLIAMS, TERESA S | 3687 | §101§112 | Final Rejection | — | Pending | Dec 30, 2019 |
| 16720969 | SYSTEM AND METHODS FOR RECONSTITUTING AN OBJECT IN A RUNTIME ENVIRONMENT USING HEAP MEMORY | WHEATON, BRADFORD F | 2193 | §103§112 | Final Rejection | — | Pending | Dec 19, 2019 |
| 16719475 | Reducing Readmission Risk Through Co-Existing Condition Prediction | COBANOGLU, DILEK B | 3687 | §101§112 | Final Rejection | — | Pending | Dec 18, 2019 |
| 16572952 | DYNAMIC MANAGEMENT OF TREATMENTS FOR ONE OR MORE CONDITIONS | REICHERT, RACHELLE LEIGH | 3686 | §101§112Other | Non-Final OA | — | Pending | Sep 17, 2019 |
| 16429492 | ADAPTIVE MEDICAL DOCUMENTATION SYSTEM | HOLCOMB, MARK | 3685 | §101 | Final Rejection | 25d overdue | Pending | Jun 03, 2019 |
| 16154491 | FORECASTING UTERINE ACTIVITY | STONE, RACHAEL SOJIN | 3681 | §101§112 | Non-Final OA | — | Pending | Oct 08, 2018 |
| 15386876 | DETERMINING NEW KNOWLEDGE FOR CLINICAL DECISION SUPPORT | BARR, MARY EVANGELINE | 3682 | §101§112 | Non-Final OA | — | Pending | Dec 21, 2016 |
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