Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19388375 | INFECTION DETECTION USING IMAGE DATA ANALYSIS | November 2025 | March 2026 | Allow | 4 | 0 | 0 | No | No |
| 19335564 | Method and System for Calibrating Antennas with Application to Solar Power Satellites | September 2025 | December 2025 | Allow | 3 | 0 | 0 | No | No |
| 19329210 | SYSTEMS AND METHODS FOR AUTOMATED DATA EXTRACTION OF UNSTRUCTURED DOCUMENTS | September 2025 | November 2025 | Allow | 2 | 0 | 0 | No | No |
| 19327457 | SYSTEMS AND METHODS FOR MULTI-MODAL VISUAL REASONING USING MULTIPLE SCENE GRAPHS | September 2025 | December 2025 | Allow | 3 | 1 | 0 | No | No |
| 17844996 | THREE-DIMENSIONAL TRACKING AND MAPPING OF ATOMIC PLANES IN ATOM PROBE TOMOGRAPHY IMAGING | September 2025 | August 2025 | Allow | 37 | 1 | 0 | No | No |
| 19316946 | SYSTEM AND METHOD FOR SEMI-AUTOMATED DATASET ANNOTATION USING SIMILARITY BASED CLUSTERING AND IN-CONTEXT LEARNING FOR SEGMENTATION | September 2025 | November 2025 | Allow | 2 | 0 | 0 | No | No |
| 19312643 | On-Demand State Verification Using Digital Image Processing and Artificial Intelligence | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19308214 | AI-Driven Dermatological Imaging and Predictive Simulation Platform for Pigment and Lesion Reduction | August 2025 | November 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19300901 | DISTRIBUTION OF VIDEO CONTENT | August 2025 | December 2025 | Allow | 4 | 0 | 0 | No | No |
| 19288486 | ARTIFICIAL INTELLIGENCE SYSTEM AND METHOD FOR AUTOMATIC CONTENT DETECTION AND BLOCKING | August 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19281552 | METHODS AND SYSTEMS FOR DYNAMIC INSPECTION OF TRANSPORT STRUCTURES | July 2025 | February 2026 | Allow | 7 | 0 | 0 | No | No |
| 19272492 | METHOD, SYSTEM, AND APPARATUS FOR EFFICIENT TOTAL BODY PHOTOGRAPHY IMAGE PROCESSING | July 2025 | January 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19272982 | KNOWLEDGE RETRIEVAL TECHNIQUES | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19271242 | SYSTEMS AND METHODS FOR PRIVACY-AWARE WEAPON ANOMALY DETECTION VIA INTEGRATED OBJECT RECOGNITION AND SKELETAL MOTION ANALYSIS | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19270987 | TRAINING-FREE FRAMEWORK FOR ZERO-SHOT CHECK FIELD DETECTION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19267613 | REMOTE-SENSING-BASED TEMPORAL NET EXCHANGE ESTIMATION METHOD AND REMOTE-SENSING-BASED TEMPORAL NET EXCHANGE ESTIMATION SYSTEM OF FARMLAND ECOLOGICAL SYSTEM | July 2025 | November 2025 | Allow | 5 | 1 | 0 | No | No |
| 19266337 | COMPUTER ASSISTED MOLECULAR IMAGING METHODS AND SYSTEMS | July 2025 | March 2026 | Allow | 8 | 1 | 0 | No | No |
| 19264303 | SYSTEM FOR PREDICTING IMMUNOTHERAPEUTIC EFFICACY FOR COLORECTAL CANCER | July 2025 | September 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19261899 | Multimodal AI Model Protection Using Embeddings | July 2025 | October 2025 | Allow | 4 | 1 | 0 | No | No |
| 19255782 | ENHANCED OBJECT DETECTION WITH RETRIEVAL AUGMENTED GENERATION AND LANGUAGE MODEL PROMPTING SYSTEM | June 2025 | September 2025 | Allow | 3 | 1 | 0 | No | No |
| 19253766 | APPARATUS AND METHOD FOR AUTOMATICALLY EXTRACTING CANONICAL VIEWS FROM ULTRASOUND IMAGING DATA | June 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 19252171 | Method, Program, and Apparatus for Automated Analysis of Criminal Evidence | June 2025 | October 2025 | Allow | 4 | 1 | 0 | No | No |
| 19247729 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING MACHINE VISION PROTOCOLS | June 2025 | October 2025 | Allow | 4 | 0 | 0 | No | No |
| 19247838 | AUTHENTICATION AND IDENTIFICATION OF PHYSICAL OBJECTS USING FIXED-SIZE REPRESENTATION | June 2025 | October 2025 | Allow | 4 | 0 | 0 | No | No |
| 19247486 | CAMERA AND RADAR-BASED THREAT MONITORING FOR MICROMOBILITY PLATFORMS | June 2025 | November 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19243631 | FUSION NETWORK MODEL-BASED CROP YIELD INVERSION METHOD AND SYSTEM | June 2025 | December 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19238323 | SMOKE VISUALIZATION DETECTION SYSTEM AND METHOD FOR A WIND GENERATING NACELLE | June 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19236536 | PROCESS FOR VALIDATING USER ASSESSMENT OF EQUIPMENT | June 2025 | December 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19232262 | NEURAL NETWORK-BASED DEFECT DETECTION METHOD FOR GLUING QUALITY ON AIRCRAFT SKIN | June 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 19229009 | METHOD FOR OBTAINING TRAINING DATA BY SUPPLEMENTING USER INPUT | June 2025 | August 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19228673 | DEEP LEARNING-BASED METHOD FOR GENERATING 7T MAGNETIC RESONANCE IMAGES FROM 3T MAGNETIC RESONANCE IMAGES | June 2025 | October 2025 | Allow | 4 | 1 | 0 | No | No |
| 19223142 | WELDING DEFECT DETECTION METHOD AND APPARATUS, STORAGE MEDIUM, AND PROGRAM PRODUCT | May 2025 | October 2025 | Allow | 5 | 1 | 0 | No | No |
| 18857470 | METHOD FOR MEASURING VOLUME OF POMELO BASED ON THREE VIEW ANGLE IMAGE CONTOUR FITTING | May 2025 | February 2026 | Allow | 16 | 2 | 0 | No | No |
| 19215867 | METHOD FOR MONITORING SOIL EROSION RATE IN WIND-WATER COMPLEX EROSION REGION | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19213978 | METHODS FOR IDENTIFYING PINE WOOD NEMATODE-INFECTED DISCOLORED WOODS IN MIXED CONIFEROUS AND BROADLEAF FORESTS | May 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19210555 | APPARATUS AND METHOD FOR GENERATING A MODIFIED COMPOSITE VIEW AS A FUNCTION OF A PLURALITY OF WHOLE SLIDE IMAGES AND A RECONSTRUCTION MODEL | May 2025 | August 2025 | Allow | 3 | 0 | 0 | No | No |
| 19210162 | RELOCATION MODULE AND METHODS FOR SURGICAL EQUIPMENT | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19206073 | MISALIGNMENT DETECTION METHOD AND APPARATUS FOR BATTERY TABS, AND BATTERY ELECTRODE PLATE WINDING SYSTEM | May 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19204646 | METHOD AND DEVICE FOR TRAINING NEURAL NETWORK MODEL TO BE ROBUST TO CHANGES IN BRIGHTNESS OF INPUT DATA | May 2025 | August 2025 | Allow | 3 | 0 | 0 | No | No |
| 19205451 | BIOMETRIC SENSOR COMPRISING OXIDE SEMICONDUCTOR, BIOMETRIC SENSOR ON DISPLAY, AND METHODS OF MAKING AND USING THE SAME | May 2025 | July 2025 | Allow | 2 | 1 | 0 | No | No |
| 19203267 | QUANTIFICATION METHOD FOR MICROSCOPIC CRACKS INSIDE 3D PRINTED CONCRETE AND SYSTEM THEREOF | May 2025 | August 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19204321 | METHODS AND APPARATUS FOR END-TO-END UNSUPERVISED MULTI-DOCUMENT BLIND IMAGE DENOISING | May 2025 | October 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19200612 | Two-Dimensional Semantic Filtering for Stereo Images in High Noise Environments | May 2025 | October 2025 | Allow | 6 | 1 | 0 | No | No |
| 19199038 | METHOD FOR RECONFIGURING ULTRASOUND | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19192566 | DUAL-SCREEN ASSISTIVE DISPLAY METHODS AND DEVICES SUITABLE FOR PEOPLE WITH LOW VISION AND APPARATUSES | April 2025 | September 2025 | Allow | 4 | 1 | 0 | No | No |
| 19190467 | SYSTEM AND METHOD FOR AUTOMATIC DETECTION OF MARITIME BLACKOUT EVENTS | April 2025 | September 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19188968 | SYSTEMS AND METHODS FOR AUTOMATED VEHICLE RECOGNITION AT SERVICE FACILITIES | April 2025 | July 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19184271 | METHODS AND SYSTEMS FOR ENHANCING DETECTION OF MORPHED BIOMETRIC MODALITY DATA | April 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 19183629 | RAPID SPECIES IDENTIFICATION VIA POPULATION TOPOGRAPHY | April 2025 | July 2025 | Allow | 3 | 1 | 0 | No | No |
| 19182200 | ARTIFICIAL INTELLIGENCE ANOMALY DETECTION USING X-RAY COMPUTED TOMOGRAPHY SCAN DATA | April 2025 | February 2026 | Allow | 10 | 2 | 0 | Yes | No |
| 19178684 | METHODS AND APPARATUS FOR OPERATION AND NAVIGATION OF AGENTS IN GLOBAL POSITIONING SYSTEM (GPS) DENIED ENVIRONMENTS | April 2025 | July 2025 | Allow | 3 | 1 | 0 | No | No |
| 19174414 | TRAINING AND UTILIZING MACHINE LEARNING MODELS TO GENERATE PERTURBATION EMBEDDINGS FROM PHENOMIC IMAGES OF CELLS, INCLUDING NEURONAL CELL IMAGES | April 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 19174027 | IMAGE DIFFERENCE GENERATOR WITH SHIFT DETECTION | April 2025 | September 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19172473 | APPARATUSES AND METHODS FOR TRAINING AND USING COMPUTATIONAL OPERATIONS FOR DIGITAL IMAGE PROCESSING | April 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 19096601 | METHOD FOR DETERMINING NUMBER OF PRODUCT QUALITY INCIDENTS BASED ON CONVOLUTIONAL NEURAL NETWORK | March 2025 | May 2025 | Allow | 1 | 0 | 0 | No | No |
| 19094609 | COMMON SENSE REASONING FOR DEEPFAKE DETECTION | March 2025 | August 2025 | Allow | 5 | 1 | 0 | No | No |
| 19092876 | METHOD FOR MATCHING FINGERPRINT IMAGE BASED ON TRANSFORMER | March 2025 | June 2025 | Allow | 3 | 0 | 0 | No | No |
| 19092976 | EXPRESSION RECOGNITION METHOD INCORPORATED WITH UNCERTAINTY ESTIMATION AND ACTIVE LEARNING | March 2025 | November 2025 | Allow | 7 | 1 | 0 | No | No |
| 19093217 | CREEPAGE STAGE DETERMINATION SYSTEMS AND METHODS FOR ALUMINUM-CONTAINING HEAT-RESISTANT ALLOY FURNACE TUBES | March 2025 | May 2025 | Allow | 1 | 0 | 0 | Yes | No |
| 19092702 | VIDEO PROVISION SYSTEM, VIDEO PROVISION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19092775 | AUXILIARY DIAGNOSIS METHOD AND SYSTEM FOR PARKINSON'S DISEASE BASED ON STATIC AND DYNAMIC FEATURES OF FACIAL EXPRESSIONS | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19090877 | METHOD FOR ESTIMATING EYE PROTRUSION VALUE, AND SYSTEM FOR PERFORMING SAME | March 2025 | August 2025 | Allow | 5 | 1 | 0 | No | No |
| 19089441 | METHOD FOR EVALUATING THE POSSIBILITY OF A CIGARETTE BURNING CONE TO FALL OFF | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19088853 | SYSTEMS AND METHODS FOR CONTEXTUAL MACHINE LEARNING PROMPT GENERATION | March 2025 | May 2025 | Allow | 2 | 1 | 0 | No | No |
| 19088110 | OPTICAL SKIN DETECTION FOR FACE UNLOCK | March 2025 | November 2025 | Allow | 8 | 2 | 0 | Yes | No |
| 19087530 | System and Method for Identification of Colors in Digital Images | March 2025 | October 2025 | Allow | 7 | 1 | 0 | No | No |
| 19087497 | SYSTEM AND METHODS FOR MULTIMODAL SERIES TRANSFORMATION FOR OPTIMAL COMPRESSIBILITY WITH NEURAL UPSAMPLING | March 2025 | June 2025 | Allow | 3 | 1 | 0 | No | No |
| 19085334 | APPARATUS AND METHOD FOR GENERATING OUTPUT DATA AS A FUNCTION OF DIGITAL IMAGE DATA AND AN ANALYSIS MODULE | March 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 19084341 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19083730 | METHOD FOR DETERMINING ALIGNMENT STATE, CONTROLLER, AND MATERIAL HANDLING EQUIPMENT | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19082028 | SYSTEMS AND METHODS FOR ASSISTING AND AUGMENTING SURGICAL PROCEDURES | March 2025 | August 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19079821 | VULNERABLE ROAD USER DETECTION | March 2025 | October 2025 | Allow | 7 | 1 | 0 | No | No |
| 19079747 | METHOD FOR MONITORING THYROID EYE DISEASE CONDITION, AND SYSTEM FOR PERFORMING SAME | March 2025 | April 2025 | Allow | 1 | 0 | 0 | No | No |
| 19077404 | RELOCATION MODULE AND METHODS FOR SURGICAL EQUIPMENT | March 2025 | June 2025 | Allow | 3 | 1 | 0 | No | No |
| 19078229 | Method, System, and Computer-Readable Medium for Training a Captioner Model to Generate Captions for Video Content by Analyzing and Predicting Cinematic Elements | March 2025 | August 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19073650 | SYSTEMS AND METHODS FOR DETECTING BAD TELEMATICS DEVICE INSTALLATIONS | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19071797 | METHOD FOR CONSTRUCTING SPATIAL SCENARIOS BASED ON BLUE-GREEN-GREY RATIO | March 2025 | June 2025 | Allow | 3 | 0 | 0 | No | No |
| 19108899 | Program, Information Processing Method, and Information Processing Apparatus | March 2025 | June 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19070856 | IDENTITY VERIFICATION WITH REUSABLE PROFILES | March 2025 | July 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19071710 | MACHINE VISION-BASED CRYSTALLIZER NOZZLE CENTERING METHOD AND SYSTEM | March 2025 | June 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19068901 | PATH CREATION, DETECTION AND PREDICTION USING PRIMITIVES | March 2025 | September 2025 | Allow | 6 | 1 | 0 | No | No |
| 19065919 | COMPUTE SYSTEM WITH NAIL AILMENT DIAGNOSTIC MECHANISM AND METHOD OF OPERATION THEREOF | February 2025 | October 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 19061635 | EXPRESSION RECOGNITION METHOD AND SYSTEM BASED ON MULTI-SCALE FEATURES AND SPATIAL ATTENTION | February 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19060516 | TECHNIQUES FOR DISPLAYING AND CAPTURING IMAGES | February 2025 | August 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19105560 | OUTLINE CORRECTION PROCESSING DEVICE AND OUTLINE CORRECTION PROCESSING METHOD | February 2025 | July 2025 | Allow | 5 | 0 | 0 | No | No |
| 19058065 | LOCALIZATION AND CLASSIFICATION OF ABNORMALITIES IN MEDICAL IMAGES | February 2025 | July 2025 | Allow | 5 | 1 | 0 | No | No |
| 19056956 | Processing Measurement Information to Select Labels for Voxels or Pixels of a Medical Image Dataset | February 2025 | August 2025 | Allow | 6 | 1 | 0 | No | No |
| 19052791 | SYSTEMS AND METHODS FOR AUTOMATED HYPERTENSIVE RETINOPATHY (HTNR) DETECTION | February 2025 | September 2025 | Allow | 7 | 1 | 0 | No | No |
| 19050830 | TEMPLATE IDENTIFICATION AND MATCHING FOR DATA ANALYSIS IN LARGE SETS OF DOCUMENTS | February 2025 | November 2025 | Allow | 9 | 1 | 0 | No | No |
| 19050572 | MICROSCOPY IMAGE ANALYSES FOR DISEASE MODELING | February 2025 | September 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19049194 | METHOD FOR MONITORING THYROID EYE DISEASE CONDITION, AND SYSTEM FOR PERFORMING SAME | February 2025 | July 2025 | Allow | 5 | 1 | 0 | No | No |
| 19048172 | Determining and Analyzing Structured Attribute Data for Physical Systems Based on a Digital Map | February 2025 | November 2025 | Allow | 9 | 1 | 0 | No | No |
| 19047488 | Morphed Image Detection Logic and Surveillance Systems | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19043073 | SYSTEM AND METHOD FOR PERSONALIZING A COMPUTER VISION MODEL BASED ON USE CASES | January 2025 | July 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19041038 | SYSTEM AND METHOD FOR MONITORING MOVING ELEMENTS | January 2025 | March 2026 | Allow | 13 | 1 | 0 | No | No |
| 19041479 | SAMPLE HANDLING APPARATUS AND IMAGE REGISTRATION METHODS | January 2025 | January 2026 | Abandon | 12 | 2 | 0 | Yes | No |
| 19039405 | INTELLIGENT VEHICLE LIFT NETWORK WITH DISTRIBUTED SENSORS | January 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 19037701 | APPARATUS AND METHOD FOR DETERMINING A TISSUE SUSCEPTIBILITY VALUE | January 2025 | July 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19037493 | SEMANTIC ANALYSIS OF VIDEO DATA FOR EVENT DETECTION AND VALIDATION | January 2025 | July 2025 | Allow | 6 | 1 | 0 | No | No |
| 19037114 | SYSTEMS AND METHODS FOR IMAGE SEGMENTATION USING MULTIPLE STAIN INDICATORS | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2660.
With a 28.1% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 37.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Group 2660 is part of Technology Center 2600. This group has examined 94,354 patent applications in our dataset, with an overall allowance rate of 86.6%. Applications typically reach final disposition in approximately 24 months.
Applications in Group 2660 receive an average of 1.44 office actions before reaching final disposition. The median prosecution time is 24 months.
This group-level data aggregates statistics across multiple art units. For more targeted prosecution strategies, review the individual art unit and examiner statistics within this group.
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.