Prosecution Insights
Prosecution Insights
46 pending office actions • 29 art units • 44 examiners • 0 of 46 (0%) have an AI response strategy ready • 52 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 12 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. 12 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 | 2 (4%) |
| §101 + other | 12 (26%) |
| §103 only | 18 (39%) |
| §102 only | 2 (4%) |
| §112 only | 5 (11%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 6 (13%) |
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 |
|---|---|---|---|
| ALTVATER, NATALIE RAQUEL | 3 | — | — |
| GOOD JOHNSON, MOTILEWA | 1 | 73.4% | +14.2% |
| MIDKIFF, AARON | 1 | 50.2% | +23.1% |
| NELSON, KERI JESSICA | 1 | 58.4% | +41.8% |
| YANG, HAN | 1 | 92.1% | +11.6% |
| NGUYEN, VIET Q | 1 | 95.1% | +3.5% |
| SHIN, SOO JUNG | 1 | 87.1% | +16.3% |
| LIN, JESSICA YIFANG | 1 | 81.8% | -3.3% |
| WELLS, HEATH E | 1 | 78.4% | +9.0% |
| CASCAIS, JUSTIN PHILIP | 1 | 75.0% | +13.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18986202 | APPARATUS AND METHOD FOR ADAPTIVELY ADJUSTING REFRESH TIMING OF CIM BASED ON EDRAM | YANG, HAN | — |
| 18984708 | SEMICONDUCTOR DEVICE CAPABLE OF SIMULTANEOUSLY CHANGING POLARITY AND MAGNITUDE OF ANOMALOUS HALL EFFECT SIGNAL ACCORDING TO INPUT CURRENT, OPERATING METHOD THEREOF, AND SYSTEM | NGUYEN, VIET Q | — |
| 18934175 | DEVICE AND METHOD FOR GENERATING SUPER-RESOLUTION IMAGES THROUGH PIXEL LEVEL CLASSIFICATION | LIN, JESSICA YIFANG | — |
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 |
|---|---|---|---|
| 18199012 | USE OF THE SESTRIN2 FOR THE TREATMENT OF CONTRAST-INDUCED ACUTE KIDNEY INJURY | BANERJEE, KOYELI | 31d overdue |
| 18803262 | ULTRASOUND IMAGING DEVICE AND CONTROL METHOD THEREOF | KLEIN, BROOKE L | 29d overdue |
| 17521156 | AUTOMATA PROCESSING METHOD AND APPARATUS FOR REGULAR EXPRESSION ENGINES USING GLUSHKOV AUTOMATA GENERATION AND HYBRID MATCHING | KLOSTERMAN II, JEROME ANTHONY | 5d |
| 18536448 | FLOW FIELD-FLOW FRACTIONATION DEVICE INCLUDING THICKNESS-TAPERED CHANNEL BLOCK | MEGNA FUENTES, ANTHONY W | 16d |
| 17674055 | STRESS INTENSITY FACTOR EVALUATION SYSTEM AND METHOD USING VIRTUAL GRID | TSENG, KYLE HWA-KAI | 21d |
| 18763004 | METHOD AND PROGRAM FOR PROVIDING FEEDBACK ON SURGICAL OUTCOME | MISIASZEK, AMBER ALTSCHUL | 26d |
| 19094659 | METHOD AND APPARATUS FOR DECODING IMAGE | GOOD JOHNSON, MOTILEWA | — |
| 18934185 | LOW-DOSE COMPUTED TOMOGRAPHY DENOISING NEURAL NETWORK APPARATUS AND METHOD | SHIN, SOO JUNG | — |
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 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19094659 | METHOD AND APPARATUS FOR DECODING IMAGE | GOOD JOHNSON, MOTILEWA | — |
| 19062102 | STRETCHABLE DISPLAY DEVICE | MIDKIFF, AARON | — |
| 19036299 | Breast fixing brassiere for radiation therapy having a pair of breast covers with incision element | NELSON, KERI JESSICA | — |
| 18986202 | APPARATUS AND METHOD FOR ADAPTIVELY ADJUSTING REFRESH TIMING OF CIM BASED ON EDRAM | YANG, HAN | — |
| 18934185 | LOW-DOSE COMPUTED TOMOGRAPHY DENOISING NEURAL NETWORK APPARATUS AND METHOD | SHIN, SOO JUNG | — |
| 18934160 | DEVICE AND METHOD FOR AI-BASED NLOS (NON-LINE-OF-SIGHT) IMAGING RECONSTRUCTION | CASCAIS, JUSTIN PHILIP | — |
| Art Unit | Apps |
|---|---|
| 1658 | 2 |
| 2621 | 1 |
| 3786 | 1 |
| 2667 | 1 |
| 2668 | 1 |
| 2664 | 1 |
| 2674 | 1 |
| 2675 | 1 |
| 3715 | 1 |
| 3685 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19094659 | METHOD AND APPARATUS FOR DECODING IMAGE | GOOD JOHNSON, MOTILEWA | — | §101§103§112 | Non-Final OA | — | Pending | Mar 28, 2025 |
| 19062102 | STRETCHABLE DISPLAY DEVICE | MIDKIFF, AARON | 2621 | §103 | Non-Final OA | — | Pending | Feb 25, 2025 |
| 19036299 | Breast fixing brassiere for radiation therapy having a pair of breast covers with incision element | NELSON, KERI JESSICA | 3786 | §112 | Final Rejection | — | Pending | Jan 24, 2025 |
| 18986202 | APPARATUS AND METHOD FOR ADAPTIVELY ADJUSTING REFRESH TIMING OF CIM BASED ON EDRAM | YANG, HAN | — | §112 | Non-Final OA | — | Pending | Dec 18, 2024 |
| 18984708 | SEMICONDUCTOR DEVICE CAPABLE OF SIMULTANEOUSLY CHANGING POLARITY AND MAGNITUDE OF ANOMALOUS HALL EFFECT SIGNAL ACCORDING TO INPUT CURRENT, OPERATING METHOD THEREOF, AND SYSTEM | NGUYEN, VIET Q | — | §102 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18934185 | LOW-DOSE COMPUTED TOMOGRAPHY DENOISING NEURAL NETWORK APPARATUS AND METHOD | SHIN, SOO JUNG | 2667 | §103§112 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18934175 | DEVICE AND METHOD FOR GENERATING SUPER-RESOLUTION IMAGES THROUGH PIXEL LEVEL CLASSIFICATION | LIN, JESSICA YIFANG | 2668 | §103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18934117 | MULTIMODAL LANGUAGE PROCESSING DEVICE AND METHOD BASED ON VISION-LANGUAGE MODEL | WELLS, HEATH E | 2664 | §101§103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18934160 | DEVICE AND METHOD FOR AI-BASED NLOS (NON-LINE-OF-SIGHT) IMAGING RECONSTRUCTION | CASCAIS, JUSTIN PHILIP | 2674 | §103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18934108 | DEVICE AND METHOD FOR OBJECT-CENTERED REPRESENTATION LEARNING THROUGH UNSUPERVISED SEMANTIC SEGMENTATION | VAUGHN, ALEXANDER JOSEPH | 2675 | §103 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18933613 | PERSONALIZED QUESTION AND ANSWER APPARATUS AND METHOD BASED ON DUAL SEARCH AUGMENTED KNOWLEDGE FUSION | SAINT-VIL, EDDY | 3715 | §101 | Non-Final OA | — | Pending | Oct 31, 2024 |
| 18856380 | APPARATUS AND METHOD FOR PREDICTING RECURRENCE OF ATRIAL FIBRILLATION | LAGOY, KYRA RAND | 3685 | §101§103 | Non-Final OA | — | Pending | Oct 11, 2024 |
| 18884397 | DEVICE AND METHOD FOR TRAINING MODEL FOR HUMAN IDENTIFICATION | SORRIN, AARON JOSEPH | — | §103§112 | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18882268 | PULSE SIGNAL GENERATOR TO REDUCE POWER CONSUMPTION OF SRAM AND SRAM HAVING THE SAME | BRASWELL, DONALD H.B. | 2825 | §103 | Non-Final OA | — | Pending | Sep 11, 2024 |
| 18809580 | Solid-liquid Composite Electrolyte including Sulfide-based Solid Electrolyte and Liquid Electrolyte, and Semi-solid-state Rechargeable Batteries | ALTVATER, NATALIE RAQUEL | — | §103 | Non-Final OA | — | Pending | Aug 20, 2024 |
| 18803262 | ULTRASOUND IMAGING DEVICE AND CONTROL METHOD THEREOF | KLEIN, BROOKE L | 3797 | §102§103 | Final Rejection | 29d overdue | Pending | Aug 13, 2024 |
| 18778015 | DEVICE AND METHOD FOR SPATIAL REUSE IN WIRELESS NETWORK ENVIRONMENT | CHEEMA, HASAN ALI | 2465 | §103 | Non-Final OA | — | Pending | Jul 19, 2024 |
| 18763004 | METHOD AND PROGRAM FOR PROVIDING FEEDBACK ON SURGICAL OUTCOME | MISIASZEK, AMBER ALTSCHUL | 3682 | §101 | Final Rejection | 26d | Pending | Jul 03, 2024 |
| 18747003 | DESIGN AUTOMATION METHOD AND APPARATUS USING GENERATIVE NATURAL LANGUAGE MODEL | MUELLER, PAUL JOSEPH | 2657 | §103 | Final Rejection | — | Pending | Jun 18, 2024 |
| 18617846 | APPARATUS AND METHOD FOR PROVIDING EXECUTION PLANS OF MULTIPLE MIXED-PRECISION DEEP LEARNING MODELS BASED ON MULTI-PRECISION NPU | ONAT, UMUT | — | §101§103§112 | Non-Final OA | — | Pending | Mar 27, 2024 |
| 18610995 | METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING | ASEGDEW, NATNAEL AREGA | — | §101§103 | Non-Final OA | — | Pending | Mar 20, 2024 |
| 18590219 | GAS SENSOR, SCANNING ELECTROCHEMICAL GAS MICROSCOPE, AND METHOD OF PREPARING GAS SENSOR | QIAN, SHIZHI | 1795 | §103 | Final Rejection | — | Pending | Feb 28, 2024 |
| 18435422 | NEURAL NETWORK ACCELERATOR AND METHOD OF CONTROLLING SAME | DAO, TUAN C. | 4100 | §101§103 | Non-Final OA | — | Pending | Feb 07, 2024 |
| 18410669 | MICROFLUIDIC CHIP AND LAMP GENE AMPLIFICATION METHOD | MUI, CHRISTINE T | — | §103 | Final Rejection | — | Pending | Jan 11, 2024 |
| 18399450 | TRAINING METHOD AND DEVICE FOR MOLECULAR GENERATION MODEL | MAMILLAPALLI, PAVAN | — | §101§103§112 | Non-Final OA | — | Pending | Dec 28, 2023 |
| 18396777 | ELECTRODE FOR METAL BATTERY INCLUDING METAL STORAGE HOST AND METAL BATTERY INCLUDING THE SAME | SLIFKA, COLIN W | — | §102§103 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18392527 | NEURAL NETWORK DEVICE HAVING STRUCTURE FOR HANDLING DIFFERENT OUTPUT COMBINATIONS AND OUTPUT HANDLING METHOD THEREOF | HADDAD, MAJD MAHER | — | §101§103§112 | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18539499 | ANODE-SOLID ELECTROLYTE SUB-ASSEMBLY FOR ALL-SOLID SECONDARY BATTERY, ALL-SOLID SECONDARY BATTERY INCLUDING THE SAME, AND PREPARATION METHOD THEREOF | LEONARD, MICHELLE TURNER | — | §103 | Non-Final OA | — | Pending | Dec 14, 2023 |
| 18536448 | FLOW FIELD-FLOW FRACTIONATION DEVICE INCLUDING THICKNESS-TAPERED CHANNEL BLOCK | MEGNA FUENTES, ANTHONY W | 2855 | §102§103 | Non-Final OA | 16d | Pending | Dec 12, 2023 |
| 18530899 | METAL-AQUEOUS BATTERY AND HYDROGEN GENERATION AND CARBON DIOXIDE STORAGE SYSTEM INCLUDING SAME | ORDUNA, TAMARA | — | §103 | Non-Final OA | — | Pending | Dec 06, 2023 |
| 18523235 | Solid-Liquid Composite Electrolyte Including Sulfide-based Solid Electrolyte and High-kosmotropicity Salt-containing Liquid Electrolyte, and Semi-solid-state Rechargeable Batteries | ALTVATER, NATALIE RAQUEL | — | §102§103§112 | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18523013 | Solid-Liquid Composite Electrolyte Including Sulfide-based Solid Electrolyte and High-concentration Liquid Electrolyte, and Semi-solid-state Rechargeable Batteries | ALTVATER, NATALIE RAQUEL | — | §103§112DP | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18517693 | SECONDARY BATTERY SEPARATOR COMPRISING CELLULOSE COATING LAYER AND METHOD FOR MANUFACTURING THE SAME | RESTO OQUENDO, NATHALY MARIE | — | §103 | Non-Final OA | — | Pending | Nov 22, 2023 |
| 18240838 | SWITCHING ANTENNA FOR UWB COMMUNICATION FOR VEHICLE | RIDDER, CLAYTON PAUL | 3646 | §103 | Non-Final OA | — | Pending | Aug 31, 2023 |
| 18011363 | COMPOSITION FOR PREVENTING, AMELIORATING, OR TREATING COGNITIVE DYSFUNCTION DISEASE, COMPRISING PEPTIDE HAVING SYNAPTIC PLASTICITY CONTROL FUNCTION | HA, JULIE | 1654 | §112 | Non-Final OA | 77d | Pending | Aug 17, 2023 |
| 18229807 | FUEL ELECTRODE FOR SOLID OXIDE ELECTROLYSIS CELL WITH IMPROVED HIGH-TEMPERATURE ELECTROLYSIS EFFICIENCY AND METHOD OF MANUFACTURING SAME | SYLVESTER, KEVIN | 1794 | §103 | Non-Final OA | — | Pending | Aug 03, 2023 |
| 18357144 | RECONFIGURABLE AMBIPOLAR TRANSISTOR | MARUF, SHEIKH | 2897 | §103 | Non-Final OA | 27d | Pending | Jul 23, 2023 |
| 18339817 | NOVEL CYCLIC PEPTIDES BASED ON NANOBIOSTRUCTURAL CONTROL, PEPTIDESOMES WITH CORE/SHELL STRUCTURE COMPRISING SAME, AND USES THEREOF | REYNOLDS, FRED H | 1658 | §102 | Final Rejection | 60d | Pending | Jun 22, 2023 |
| 18199012 | USE OF THE SESTRIN2 FOR THE TREATMENT OF CONTRAST-INDUCED ACUTE KIDNEY INJURY | BANERJEE, KOYELI | 1658 | §101§102§103§112 | Non-Final OA | 31d overdue | Pending | May 18, 2023 |
| 18130874 | SELF-HEALABLE CHEMICAL DETECTING SENSOR EMBEDDING TRANSITION METAL-ADSORBED PAA-PVA-BORAX FIBER-GEL | HAQ, SHAFIQUL | 1678 | §103 | Final Rejection | 29d | Pending | Apr 04, 2023 |
| 18110458 | SRAM READ YIELD TRAINING METHOD, SRAM READ YIELD PREDICTION METHOD AND COMPUTING APPARATUS | NGUYEN, NHA T | 2851 | §112 | Non-Final OA | 27d | Pending | Feb 16, 2023 |
| 18164118 | METHOD FOR PREPARING A DNA NETWORK WITH CONTROLLED CRYSTAL STRUCTURE AND A METHOD FOR INJECTING DRUGS USING THE DNA NETWORK | CHOWDHURY, IQBAL HOSSAIN | 1656 | §112 | Non-Final OA | 60d | Pending | Feb 03, 2023 |
| 17674055 | STRESS INTENSITY FACTOR EVALUATION SYSTEM AND METHOD USING VIRTUAL GRID | TSENG, KYLE HWA-KAI | 2189 | §101§112 | Final Rejection | 21d | Pending | Feb 17, 2022 |
| 17564870 | NEURAL ODE-BASED CONDITIONAL TABULAR GENERATIVE ADVERSARIAL NETWORK APPARATUS AND METHOD | CAMPOS, ALFREDO | 2129 | §101§112 | Final Rejection | — | Pending | Dec 29, 2021 |
| 17521156 | AUTOMATA PROCESSING METHOD AND APPARATUS FOR REGULAR EXPRESSION ENGINES USING GLUSHKOV AUTOMATA GENERATION AND HYBRID MATCHING | KLOSTERMAN II, JEROME ANTHONY | 2182 | §101§103§112 | Final Rejection | 5d | Pending | Nov 08, 2021 |
| 17520130 | BIOLOGICAL DATA ACQUISITION APPARATUS AND BIOLOGICAL DATA PROCESSING APPARATUS USING THE SAME | AGAHI, PUYA | 3791 | §103 | Final Rejection | — | Pending | Nov 05, 2021 |
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