Prosecution Insights
Prosecution Insights
Tech Center 3600 • Art Units: 2624 2662 2664 2666 2669 2676 3645
This examiner grants 86% of resolved cases
Hadi Akhavannik is an examiner in Tech Center 3600, working in Art Unit 2624. The examiner has a volume of 1012 resolved cases. The allowance rate for these cases is 85.9 percent. This rate suggests a favorable environment for applicants seeking patent protection under this examiner's review.
The interview lift is 13.1 percent. This positive lift indicates that interviews are a tool for advancing prosecution, providing an increase over the baseline 85.9 percent allowance rate. Practitioners should consider an interview as a way to further ensure a positive outcome in Art Unit 2624.
The median days to allowance is 973. This duration provides an expectation for the length of the prosecution process. With 1012 resolved cases, the examiner has an extensive history in Tech Center 3600. The combination of an 85.9 percent allowance rate and a 973 day median provides an outlook for applicants.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18944242 | METHOD AND DEVICE WITH ORIGINAL CONTENT AUTHENTICATION | Non-Final OA | Samsung Electronics Co., Ltd. |
| 18365013 | IMAGE PROCESSING APPARATUS INCLUDING NEURAL NETWORK PROCESSOR AND METHOD OF OPERATION | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18830011 | IMAGE FORMING APPARATUS, IMAGE FORMING SYSTEM, INSPECTION METHOD, AND NON-TRANSITORY RECORDING MEDIUM | Non-Final OA | RICOH COMPANY, LTD. |
| 18847866 | Systems And Methods For Quantifying Blood Loss With A Surgical Sponge Management System | Non-Final OA | Stryker Corporation |
| 18748681 | DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR MACHINE LEARNING | Non-Final OA | Robert Bosch GmbH |
| 18663793 | SYNTHETIC TRAINING DATA GENERATION FOR BUILDING MANAGEMENT SYSTEM WITH ARTIFICIAL INTELLIGENCE-BASED RISK MONITORING | Non-Final OA | Tyco Fire & Security GmbH |
| 18273938 | PRODUCT DESIGN GENERATION ASSISTANCE DEVICE, PRODUCT DESIGN GENERATION ASSISTANCE METHOD, AND RECORDING MEDIUM HAVING PRODUCT DESIGN GENERATION ASSISTANCE PROGRAM STORED THEREON | Non-Final OA | NEC Corporation |
| 18670818 | METHODS AND SYSTEMS FOR GRAIN DENSITY AND POROSITY DETERMINATION FOR PLANNED WELLS | Final Rejection | SAUDI ARABIAN OIL COMPANY |
| 18434291 | SYSTEMS AND METHODS FOR TRAINING MACHINE LEARNING MODELS USING EMULATED DATASETS | Non-Final OA | Amazon Technologies, Inc. |
| 18933311 | COMPOSITE IMAGE GENERATION OPTIMIZED FOR GUEST CONTEXT STARTUP | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18984640 | DEVICE AND METHOD FOR RECOGNIZING SKETCH | Non-Final OA | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 18984914 | KEYPOINT DETECTION METHOD FOR MEDICAL IMAGING, AND MEDICAL IMAGING METHOD, AND SYSTEM | Non-Final OA | GE Precision Healthcare LLC |
| 18873688 | METHOD AND APPARATUS FOR IMAGE PROCESSING, ELECTRONIC DEVICE AND STORAGE MEDIUM | Non-Final OA | Lemon Inc. |
| 18616792 | MOTION VECTORS BASED ON REGIONS OF INTEREST | Non-Final OA | ADVANCED MICRO DEVICES, INC. |
| 18771219 | METHODS AND SYSTEMS FOR CRACK DETECTION USING A FULLY CONVOLUTIONAL NETWORK | Non-Final OA | Purdue Research Foundation |
| 18983242 | MACHINE-LEARNING ALGORITHMS FOR LOW-POWER APPLICATIONS | Non-Final OA | SoftEye, Inc. |
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