Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19396753 | IMAGE READING SYSTEMS, METHODS AND STORAGE MEDIUM FOR PERFORMING ENTITY EXTRACTION, GROUPING AND VALIDATION | November 2025 | March 2026 | Allow | 3 | 0 | 0 | No | No |
| 19343976 | Self-Supervised Multimodal Structured Illumination Microscopic Reconstruction Method and System | September 2025 | January 2026 | Allow | 3 | 0 | 0 | No | No |
| 19337380 | DEVICE AND METHOD FOR OBTAINING AN AUGMENTED PATIENT-SPECIFIC BONE/CARTILAGE MODEL OF A TARGET ANATOMICAL STRUCTURE OF A PATIENT | September 2025 | February 2026 | Allow | 5 | 0 | 0 | No | No |
| 19329217 | METHOD FOR GENERATING TRAINING DATA TO BE USED FOR TRAINING MACHINE LEARNING MODEL AND TRAINING DATA GENERATING DEVICE USING THE SAME | September 2025 | November 2025 | Allow | 2 | 0 | 0 | No | No |
| 19323387 | Monitoring Apparatus and Method for Preventing Pressure Injuries | September 2025 | February 2026 | Allow | 5 | 0 | 0 | Yes | No |
| 19319833 | MULTIMODAL CONTEXTUAL DIAGNOSTICS AND LIVE MASKING | September 2025 | October 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19310179 | METHOD FOR ANALYZING AN IMAGE OF A DENTAL ARCH | August 2025 | December 2025 | Allow | 4 | 0 | 0 | Yes | No |
| 19307170 | SYSTEMS AND METHODS FOR CALIBRATING VEHICLE FOLLOWING DISTANCE DETERMINATION | August 2025 | March 2026 | Allow | 6 | 1 | 0 | No | No |
| 19299931 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | August 2025 | February 2026 | Allow | 6 | 1 | 0 | No | No |
| 19297846 | PARKINSON DISEASE PREDICTION USING MAGNETIC RESONANCE IMAGING (MRI) BASED ON A CONVOLUTIONAL BLOCK ATTENTION MODULE AND EXPLAINABLE AI ARCHITECTURE (C3BAM-XAI) ARCHITECTURE | August 2025 | October 2025 | Allow | 2 | 0 | 0 | No | No |
| 19292827 | OBJECT EVALUATION METHOD, OBJECT EVALUATION DEVICE, NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT | August 2025 | January 2026 | Allow | 5 | 1 | 0 | No | No |
| 19289222 | VISUAL ANALYSIS OF SPERM DNA FRAGMENTATION | August 2025 | December 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19280527 | IMAGE DATA ENCODING/DECODING METHOD AND APPARATUS | July 2025 | February 2026 | Allow | 7 | 0 | 0 | No | No |
| 19269173 | TRAINING-FREE FRAMEWORK FOR ZERO-SHOT CHECK FIELD DETECTION | July 2025 | November 2025 | Allow | 4 | 0 | 0 | No | No |
| 19268388 | COMPUTING SYSTEM AND METHOD FOR EXTRACTING UNSTRUCTURED DOCUMENT DATA | July 2025 | October 2025 | Allow | 3 | 1 | 0 | No | No |
| 19258684 | CREATING A VASCULAR TREE MODEL | July 2025 | January 2026 | Allow | 6 | 1 | 0 | Yes | No |
| 19252678 | MULTIMEDIA FOCALIZATION | June 2025 | September 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19252652 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | June 2025 | November 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19251231 | TECHNIQUE FOR RECOGNIZING WHETHER A SOW HAS COMPLETED FARROWING OF A NEWBORN PIGLET | June 2025 | October 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19249884 | METHOD, DEVICE, SYSTEM, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR IMAGE PROCESSING | June 2025 | September 2025 | Allow | 3 | 0 | 0 | No | No |
| 19243464 | METHODS AND APPARATUS FOR GENERATING THREE-DIMENSIONAL REPRESENTATIONS OF SERIAL SECTIONS | June 2025 | September 2025 | Allow | 3 | 0 | 0 | No | No |
| 19242011 | Activity-Based Person Identification Using Biometric Disentanglement | June 2025 | October 2025 | Allow | 4 | 0 | 1 | No | No |
| 19239991 | DEVICES, SYSTEMS AND METHODS OF REMOTE DETERMINATION OF PHYSIOLOGICAL INDICES FOR A REMOTE POLYGRAPH TEST | June 2025 | November 2025 | Allow | 5 | 1 | 0 | No | No |
| 19234316 | Machine vision based installation method, system, and storage medium for building boards | June 2025 | August 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19233426 | INTEGRATED HYPERSPECTRAL WATER QUALITY ANALYSIS METHOD | June 2025 | October 2025 | Allow | 4 | 0 | 0 | No | No |
| 19229872 | AUTHENTICITY SEAL FOR VIDEO SEGMENTS SHOWING A HUMAN SPEAKER | June 2025 | July 2025 | Allow | 1 | 0 | 0 | Yes | No |
| 19224711 | METHOD FOR CLASSIFYING GEOLOGICAL SECTION, STORAGE MEDIUM AND DEVICE | May 2025 | July 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19219493 | SYSTEMS AND METHODS FOR IMAGE-BASED NETWORK OPERATIONS | May 2025 | November 2025 | Allow | 6 | 1 | 1 | Yes | No |
| 19218719 | METHOD AND APPARATUS FOR AUTOMATICALLY RECOGNIZING UNMANNED AERIAL VEHICLE, ELECTRONIC DEVICE, AND COMPUTER MEDIUM | May 2025 | August 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19218062 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | May 2025 | July 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19217166 | METHOD FOR AUTONOMOUS PRODUCT DETECTION AND RECOGNITION ON INVENTORY STRUCTURES WITHIN A STORE | May 2025 | October 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19217080 | AUTOMATIC RECOGNITION METHOD AND SYSTEM OF PATHOLOGY IMAGE BASED ON DEEP LEARNING | May 2025 | July 2025 | Allow | 1 | 0 | 0 | No | No |
| 19217047 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | May 2025 | September 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 19217461 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | May 2025 | August 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19217154 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19217967 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | May 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19214033 | OPHTHALMIC MEDICAL IMAGE SEGMENTATION METHOD AND SYSTEM AND STORAGE MEDIUM | May 2025 | December 2025 | Allow | 7 | 1 | 0 | No | No |
| 19206128 | INTELLIGENT IDENTIFICATION METHOD AND SYSTEM FOR CREEPING LANDSLIDE HAZARDS BASED ON WRAPPED INTERFEROGRAMS | May 2025 | October 2025 | Allow | 5 | 1 | 0 | No | No |
| 19197172 | DOCUMENT INGESTION PIPELINE | May 2025 | June 2025 | Allow | 1 | 1 | 0 | No | No |
| 19190916 | DETECTION OF PLANT DETRIMENTS | April 2025 | December 2025 | Allow | 8 | 1 | 0 | No | No |
| 19190426 | DENOISING NEURAL NETWORKS WITH SHARED CORE SUB-NETWORKS | April 2025 | February 2026 | Allow | 9 | 1 | 1 | No | No |
| 19185713 | IMAGE RECOGNITION METHOD, DEVICE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | April 2025 | August 2025 | Allow | 4 | 1 | 0 | No | No |
| 19183062 | Pedicle Screw And Implant Placement Prediction Engine | April 2025 | January 2026 | Allow | 9 | 1 | 0 | No | No |
| 19176358 | METHOD AND SYSTEM FOR SIMULATING TEMPOROMANDIBULAR JOINT (TMJ) SURGERY BASED ON ARTIFICIAL INTELLIGENCE (AI) TECHNOLOGY | April 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 19176112 | PLATFORM FOR DISTRIBUTED LANDCOVER FEATURE DATA REVIEW | April 2025 | May 2025 | Allow | 1 | 0 | 0 | No | No |
| 19171987 | MACHINE VISION-BASED METHOD FOR RAPIDLY DETECTING SCAR CONTOUR | April 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19170483 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | April 2025 | August 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19169002 | AI-POWERED SPORTS TRAINING SYSTEM WITH ENHANCED MOTION SYNCHRONIZATION AND COMPARATIVE ANALYSIS CAPABILITIES | April 2025 | July 2025 | Allow | 3 | 1 | 0 | No | No |
| 19169708 | SCANNED DATA PROCESSING METHOD AND APPARATUS, DEVICE, AND MEDIUM | April 2025 | August 2025 | Allow | 5 | 1 | 0 | No | No |
| 19097799 | COMPUTER VISION-DRIVEN INTERACTIVE FULL-BODY MOTION TRACKING | April 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19093196 | REAL-TIME QUANTITATIVE CHARACTERIZATION METHOD, EQUIPMENT AND MEDIUM FOR ROCK MASS EVOLUTION | March 2025 | July 2025 | Allow | 3 | 0 | 0 | No | No |
| 19088701 | Use of artificial intelligence ("AI") to detect the expression of Cytokeratin 17 in urothelial cells from patients' voided urine | March 2025 | January 2026 | Allow | 10 | 1 | 1 | No | No |
| 19087060 | COMPUTE SYSTEM WITH IMAGE DIAGNOSTIC MECHANISM AND METHOD OF OPERATION THEREOF | March 2025 | June 2025 | Allow | 3 | 0 | 0 | No | No |
| 19085111 | CORRELATED VECTOR METRICS FOR IMAGE EMBEDDING PROCESSING | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19084122 | VISUAL ANALYSIS OF SPERM DNA FRAGMENTATION | March 2025 | May 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19081672 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | March 2025 | August 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19080452 | NATURAL LANGUAGE GENERATION USING KNOWLEDGE GRAPH INCORPORATING TEXTUAL SUMMARIES | March 2025 | November 2025 | Allow | 8 | 2 | 0 | Yes | No |
| 19076950 | SYSTEMS AND METHODS FOR ANALYZING IMAGES TO DETERMINE TEXTUAL EXTRACTIONS USING BIFURCATED IMAGE RECONSTRUCTIONS | March 2025 | August 2025 | Allow | 6 | 1 | 0 | No | No |
| 19072148 | APPARATUS AND METHOD FOR CONTROL OF RESCANNING A SLIDE IN A GRAPHICAL USER INTERFACE | March 2025 | October 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 19063075 | SYSTEMS, METHODS AND TECHNIQUES FOR ASCERTAINING OBJECT PROVENANCE AND/OR STATUS | February 2025 | July 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19061870 | MARKERLESS NAVIGATION USING AI COMPUTER VISION | February 2025 | March 2026 | Allow | 13 | 3 | 0 | Yes | No |
| 19103653 | RELEVANCE FACTOR VARIATION AUTOENCODER ARCHITECTURE FOR ANALYZING COGNITIVE DRAWING TESTS | February 2025 | September 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19052320 | INCREMENTAL LEARNING METHOD AND APPARATUS FOR LARGE VISION-LANGUAGE MODEL FOR AUTONOMOUS DRIVING | February 2025 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 19103232 | METHOD AND SYSTEM FOR AUTOMATIC DETERMINATION OF REGISTRATION ACCURACY | February 2025 | February 2026 | Allow | 12 | 2 | 0 | Yes | No |
| 19045582 | MACHINE LEARNING BASED SYSTEMS AND METHODS FOR OPTIMIZING INDUSTRIAL PROCESSES BY ANALYZING LAYOUTS OF ENVIRONMENTS | February 2025 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19044857 | POST-PROCESSING UNIT FOR NEURAL PROCESSING UNIT | February 2025 | February 2026 | Allow | 12 | 2 | 0 | No | No |
| 19044329 | MEANS FOR USING MICROSTRUCTURE OF MATERIALS SURFACE AS A UNIQUE IDENTIFIER | February 2025 | June 2025 | Allow | 4 | 1 | 0 | No | No |
| 19043962 | Computer-Implemented System And Method For Automating Inspections | February 2025 | December 2025 | Allow | 11 | 1 | 0 | No | No |
| 19043194 | SYSTEM AND METHOD FOR DETECTING AND TRACKING OBJECTS USING A COMPUTER VISION MODEL | January 2025 | December 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 19042595 | Method and Apparatus for Monitoring Scanning Rod Status, Storage Medium, and Electronic Device | January 2025 | May 2025 | Allow | 3 | 1 | 0 | No | No |
| 18998939 | DATA MATCHING METHOD, APPARATUS AND SYSTEM, AND DEVICE AND MEDIUM | January 2025 | June 2025 | Allow | 5 | 0 | 0 | No | No |
| 19038127 | SYSTEMS AND METHODS FOR AUTOMATED CHARACTERIZATION OF FILLERS IN POLYMER MEDIUMS USING ENERGY DISPERSIVE X-RAY SPECTROSCOPY | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 18997462 | FORMATION POROSITY ESTIMATION FROM DIGITAL IMAGES | January 2025 | June 2025 | Allow | 5 | 0 | 0 | Yes | No |
| 19032338 | TRAINING A MACHINE LEARNING MODEL TO ASSESS EMBRYO CHARACTERISTICS FROM VIDEO IMAGE DATA | January 2025 | December 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 19031222 | CONTROL PARAMETER FEEDBACK PROTOCOL FOR ADAPTING TO DATA STREAM RESPONSE FEEDBACK | January 2025 | June 2025 | Allow | 5 | 0 | 1 | Yes | No |
| 19029326 | IMAGE-BASED DETECTION OF OBJECT CONDITION | January 2025 | July 2025 | Allow | 6 | 1 | 0 | No | No |
| 19029454 | IMAGE-BASED DETECTION OF INTERNAL OBJECT | January 2025 | July 2025 | Allow | 6 | 1 | 0 | No | No |
| 19029687 | PRESURGICAL PLANNING | January 2025 | August 2025 | Allow | 7 | 1 | 0 | No | No |
| 19026895 | Personalized Target Selection Method for Non-invasive Neuromodulation Technology | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19026529 | INTELLIGENT FUSION AND PROCESSING METHOD FOR REMOTE SENSING PRODUCTS FOR WATER QUALITY MONITORING OF ESTUARIES AND BAYS | January 2025 | August 2025 | Allow | 7 | 1 | 0 | No | No |
| 19027752 | LANDMARK REGISTRATION SYSTEM FOR IMAGE-GUIDED NAVIGATION | January 2025 | May 2025 | Allow | 4 | 0 | 0 | No | No |
| 19027928 | SYSTEMS, DEVICES, AND METHODS FOR VISUALIZATION OF TISSUE AND COLLECTION AND ANALYSIS OF DATA REGARDING SAME | January 2025 | September 2025 | Allow | 8 | 2 | 0 | No | No |
| 19027847 | SYSTEMS, DEVICES, AND METHODS FOR VISUALIZATION OF TISSUE AND COLLECTION AND ANALYSIS OF DATA REGARDING SAME | January 2025 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19028076 | SYSTEMS, DEVICES, AND METHODS FOR VISUALIZATION OF TISSUE AND COLLECTION AND ANALYSIS OF DATA REGARDING SAME | January 2025 | October 2025 | Allow | 9 | 2 | 0 | No | No |
| 19025418 | SMALL TARGET DETECTION METHOD BASED ON IMPROVED YOLOv8 | January 2025 | October 2025 | Allow | 9 | 2 | 0 | No | No |
| 19025673 | REAL-TIME VIDEO EVENT DETECTION USING EDGE AND CLOUD AI | January 2025 | March 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 19022045 | SYSTEMS AND METHODS OF SENSOR DATA FUSION | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19020448 | METHOD AND SYSTEM FOR CROP MAPPING ACROSS LARGE REGIONS WITH LOW SAMPLE DEPENDENCE | January 2025 | July 2025 | Allow | 6 | 1 | 0 | No | No |
| 19018479 | UNSTRUCTURED DATA IDENTIFICATION AND WORKFLOW EXECUTION USING MACHINE-LEARNING TECHNIQUES | January 2025 | June 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19017812 | ZERO-SHOT LOW-DOSE CT IMAGE DENOISING METHOD AND APPARATUS BASED ON STRIP DIFFUSION MODEL | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19017233 | AUTOMATIC COLOR MATCHING CONFIGURATION METHOD AND DEVICE FOR MARBLE | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 19014542 | Camera System for Conditional Recording | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19010545 | TECHNIQUES FOR AUTOMATED IMAGE LABELING | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19009280 | TECHNIQUES FOR CONCURRENT OBJECT IDENTIFICATION | January 2025 | November 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 19007438 | SYSTEMS, METHODS AND DEVICES FOR MONITORING BETTING ACTIVITIES | December 2024 | October 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 19005689 | SMALL-SIZE VEHICLE DETECTION DEEP LEARNING MODEL BASED ON FEATURE FUSION OF MULTI-SCALE MODULES | December 2024 | June 2025 | Allow | 6 | 1 | 0 | No | No |
| 18876143 | CLOSEUP IMAGE LINKING | December 2024 | October 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18981835 | METHOD AND SYSTEM FOR PROCESSING INTRACRANIAL LARGE VESSEL IMAGE, ELECTRONIC DEVICE, AND MEDIUM | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18976298 | METHODS FOR ENHANCEMENT OF LOW-LIGHT IMAGES BASED ON REINFORCEMENT LEARNING AND AESTHETIC EVALUATION | December 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18974545 | SYSTEM AND METHOD FOR RECONSTRUCTION OF 3D VOLUMES FROM BIPLANAR RADIOGRAPHIC IMAGES | December 2024 | June 2025 | Allow | 7 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for group 2670.
With a 32.2% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.
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, 32.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ 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 2670 is part of Technology Center 2600. This group has examined 42,791 patent applications in our dataset, with an overall allowance rate of 81.0%. Applications typically reach final disposition in approximately 25 months.
Applications in Group 2670 receive an average of 1.75 office actions before reaching final disposition. The median prosecution time is 25 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.