Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18781136 | HEARING ASSISTANCE DEVICE INCORPORATING VIRTUAL AUDIO INTERFACE FOR THERAPY GUIDANCE | July 2024 | June 2025 | Allow | 11 | 0 | 0 | No | No |
| 18739072 | COMPUTER-IMPLEMENTED TRAINING PROGRAMS, SUCH AS FOR IMPROVING USER PERFORMANCE | June 2024 | June 2025 | Allow | 12 | 0 | 0 | No | No |
| 18674358 | PREDICTIVE BUILDING EMERGENCY TRAINING AND GUIDANCE SYSTEM | May 2024 | January 2025 | Allow | 7 | 0 | 0 | No | No |
| 18633913 | Portable Mass Airflow Training Module | April 2024 | May 2025 | Allow | 13 | 0 | 0 | No | No |
| 18630117 | INFORMATION PROCESSING DEVICE, CONTROL METHOD, AND STORAGE MEDIUM | April 2024 | December 2024 | Allow | 8 | 0 | 0 | No | No |
| 18620797 | AVATAR-INCENTIVE HEALTHCARE THERAPY | March 2024 | October 2024 | Allow | 6 | 0 | 0 | No | No |
| 18612488 | VIRTUAL-ACCIDENT-IMAGE GENERATION DEVICE, VIRTUAL-ACCIDENT-IMAGE GENERATION METHOD, AND RECORDING MEDIUM | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18693503 | SYSTEMS AND METHODS FOR ANALYZING AND TREATING LEARNING DISORDERS | March 2024 | March 2025 | Allow | 12 | 0 | 0 | No | No |
| 18601129 | Driving Simulation Scoring System | March 2024 | October 2024 | Allow | 7 | 0 | 0 | No | No |
| 18594063 | LEARNING MANAGEMENT SYSTEM | March 2024 | December 2024 | Allow | 9 | 1 | 0 | No | No |
| 18439183 | FLUCTUATING PROGRESS INDICATOR | February 2024 | October 2024 | Allow | 8 | 0 | 0 | No | No |
| 18397640 | Apparatus, System and Method for an Electronically Assisted Chessboard | December 2023 | April 2024 | Allow | 3 | 0 | 0 | No | No |
| 18541891 | METHODS AND SYSTEMS FOR PRESENTING TOPIC-SPECIFIC BIOGRAPHICAL INFORMATION OF A USER | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18541557 | RESOLVING AN ISSUE EXPERIENCED BY A PARTICULAR DEVICE USING NATURAL LANGUAGE INPUT | December 2023 | March 2025 | Allow | 15 | 0 | 0 | No | No |
| 18534801 | SYSTEMS AND METHODS FOR AUTOMATED ISSUE SPOTTING IN LEGAL DOCUMENTS AND PROVIDING EDUCATIONAL FEEDBACK | December 2023 | February 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18534316 | Methods, Systems, Devices, and Software for Managing and Conveying Knowledge | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18520152 | FITNESS SYSTEMS AND METHODS | November 2023 | June 2024 | Allow | 7 | 0 | 0 | No | No |
| 18512244 | Operational Information Management System and Wearable Sensor | November 2023 | September 2024 | Allow | 10 | 1 | 0 | No | No |
| 18496268 | APPARATUS AND METHOD FOR DELIVERING ADAPTIVE EDUCATIONAL CONTENT | October 2023 | March 2025 | Allow | 16 | 1 | 0 | No | No |
| 18487260 | GOLF SWING TRAINING DEVICE | October 2023 | June 2025 | Allow | 20 | 1 | 0 | No | No |
| 18487070 | Systems and Methods for Evaluating Environmental and Entertaining Elements of Digital Therapeutic Content | October 2023 | December 2023 | Allow | 2 | 0 | 0 | No | No |
| 18380153 | MANAGEMENT OF PSYCHIATRIC OR MENTAL CONDITIONS USING DIGITAL REALITY WITH COGNITIVE BEHAVIORAL TECHNIQUE | October 2023 | February 2025 | Allow | 17 | 0 | 0 | No | No |
| 18379814 | VIDEO REBROADCASTING WITH MULTIPLEXED COMMUNICATIONS AND DISPLAY VIA SMART MIRRORS | October 2023 | May 2025 | Allow | 19 | 3 | 0 | Yes | No |
| 18371384 | AUTO-SOLVING MULTIPLE-CHOICE QUESTIONS | September 2023 | March 2024 | Allow | 6 | 1 | 0 | No | No |
| 18278303 | AUGMENTED REALITY SYSTEM TO SIMULATE AN OPERATION ON A PATIENT | August 2023 | March 2025 | Abandon | 19 | 1 | 0 | No | No |
| 18236077 | SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR INTEGRATING MENSTRUAL CYCLE DATA AND PROVIDING CUSTOMIZED FEMININE WELLNESS INFORMATION | August 2023 | May 2025 | Abandon | 20 | 1 | 0 | No | No |
| 18364321 | INFORMATION PROCESSING METHOD AND DEVICE | August 2023 | February 2025 | Allow | 19 | 1 | 0 | No | No |
| 18359495 | ONCOPLASTIC SURGERY TRAINING MODEL | July 2023 | April 2024 | Allow | 9 | 0 | 0 | No | No |
| 18350826 | ART PSYCHOLOGICAL ANALYSIS APPARATUS USING VOICE, TEXT, AND PICTURE DATA AND ART PSYCHOLOGICAL ANALYSIS METHOD USING THE SAME | July 2023 | February 2025 | Allow | 19 | 1 | 0 | No | No |
| 18345221 | COMPUTER-IMPLEMENTED TRAINING PROGRAMS, SUCH AS FOR IMPROVING USER PERFORMANCE | June 2023 | May 2024 | Allow | 10 | 2 | 0 | Yes | No |
| 18212564 | METHOD AND APPARATUS FOR CONVERTING RECIPE INSTRUCTIONS BASED ON A USER'S SKILL LEVEL | June 2023 | March 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18257933 | APPARATUS FOR PROVIDING GOLF LESSONS | June 2023 | May 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18210383 | CUSTOMIZATION OF HELP INFORMATION BASED ON EEG DATA | June 2023 | March 2024 | Allow | 9 | 0 | 0 | No | No |
| 18324966 | Apparatus, System and Method for an Electronically Assisted Chessboard | May 2023 | March 2024 | Allow | 10 | 0 | 0 | No | No |
| 18201301 | Focused Reading Cylinder | May 2023 | April 2024 | Allow | 10 | 3 | 0 | No | No |
| 18322601 | METHOD AND SYSTEM FOR MOVEMENT GUIDANCE, ELECTRONIC DEVICE AND SERVER | May 2023 | March 2025 | Allow | 22 | 1 | 0 | No | No |
| 18251840 | VOICE SELF-TRAINING METHOD AND USER TERMINAL DEVICE FOR VOICE IMPAIRED PATIENT | May 2023 | February 2025 | Allow | 21 | 1 | 0 | No | No |
| 18312150 | AVATAR-INCENTIVE HEALTHCARE THERAPY | May 2023 | January 2024 | Allow | 8 | 0 | 0 | No | No |
| 18310995 | CODING TEST DEVICE AND CODING TEST METHOD | May 2023 | October 2024 | Allow | 17 | 1 | 0 | No | No |
| 18132860 | FLUCTUATING PROGRESS INDICATOR | April 2023 | October 2023 | Allow | 7 | 0 | 0 | No | No |
| 18184361 | SYSTEMS AND METHODS FOR INTERACTIVE EXERCISE THERAPY | March 2023 | October 2024 | Allow | 19 | 0 | 0 | No | No |
| 18179140 | SYSTEM AND METHOD FOR EVALUATING JOB CANDIDATES | March 2023 | May 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18109416 | VIDEO REBROADCASTING WITH MULTIPLEXED COMMUNICATIONS AND DISPLAY VIA SMART MIRRORS | February 2023 | August 2023 | Allow | 6 | 0 | 0 | No | No |
| 18104122 | VIRTUAL MEETING COACHING WITH CONTENT-BASED EVALUATION | January 2023 | March 2025 | Allow | 26 | 4 | 0 | No | No |
| 18100321 | HEARING ASSISTANCE DEVICE INCORPORATING VIRTUAL AUDIO INTERFACE FOR THERAPY GUIDANCE | January 2023 | April 2024 | Allow | 14 | 2 | 0 | No | No |
| 18148825 | COGNITIVE DISORDER HUMAN-COMPUTER INTERACTION METHOD AND SYSTEM BASED ON EMOTION MONITORING | December 2022 | December 2024 | Allow | 23 | 1 | 0 | No | No |
| 18068545 | METHODS AND SYSTEMS FOR PRESENTING TOPIC-SPECIFIC BIOGRAPHICAL INFORMATION OF A USER | December 2022 | September 2023 | Allow | 9 | 0 | 0 | No | No |
| 18084607 | SYSTEM AND PROCESS FOR COMPUTERIZED SCREENING AND MONITORING FOR COGNITIVE CHARACTERISTICS | December 2022 | November 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 18009850 | INFORMATION PROCESSING DEVICE, CONTROL METHOD, AND STORAGE MEDIUM | December 2022 | January 2024 | Allow | 13 | 1 | 0 | No | No |
| 17994307 | APPARATUS AND METHOD FOR PROVIDING CUSTOMIZED INTERACTION BASED ON DISABILITY INFORMATION | November 2022 | June 2024 | Abandon | 18 | 2 | 0 | No | No |
| 18058811 | Hardware Simulation Logic Circuit Bench | November 2022 | June 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18054481 | EVALUATING RESPONSES TO OPEN-ENDED QUESTIONS | November 2022 | June 2024 | Allow | 19 | 1 | 0 | No | No |
| 17967965 | AI MOTION BASED SMART HOMETRAINING PLATFORM | October 2022 | April 2024 | Allow | 18 | 0 | 0 | No | No |
| 17952274 | Body Measurement Garment For Optimal Garment Fit | September 2022 | January 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 17948561 | TRAUMATIC NIGHTMARE DETECTION AND INTERVENTION | September 2022 | March 2023 | Allow | 6 | 1 | 0 | No | No |
| 17892442 | METHODS AND SYSTEMS FOR AN ELECTRIC AIRCRAFT COACHING SIMULATOR | August 2022 | June 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 17892737 | PREDICTIVE BUILDING EMERGENCY TRAINING AND GUIDANCE SYSTEM | August 2022 | March 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17887130 | LEARNING MANAGEMENT SYSTEM, METHOD, AND TEACHING AID FOR ENABLING ALL STUDENTS WHO ARE WILLING TO BE ABLE TO ACHIEVE MASTERY OF LEARNING CONTENT AND A SYSTEM FOR EFFICIENTLY SYSTEMATICALLY INCREASING THE LEVEL THAT DEFINES MASTERY | August 2022 | January 2024 | Allow | 17 | 0 | 0 | No | No |
| 17818777 | PROVIDING WEATHER INFORMATION USING SOUND LOCALIZATION | August 2022 | October 2023 | Allow | 14 | 2 | 0 | No | No |
| 17254109 | SYSTEM AND METHOD FOR VR TRAINING | July 2022 | August 2024 | Abandon | 44 | 1 | 0 | No | No |
| 17810227 | COGNITIVE TRAINING METHOD | June 2022 | January 2023 | Allow | 7 | 0 | 0 | No | No |
| 17834929 | Analysis apparatus, diagnostic system and analysis method for ADHD | June 2022 | December 2024 | Allow | 30 | 0 | 0 | No | No |
| 17733264 | ONLINE, REAL-TIME, SYNCHRONIZED TRAINING SYSTEM FOR MULTIPLE PARTICIPANTS | April 2022 | February 2023 | Allow | 9 | 0 | 0 | No | No |
| 17730014 | GAME RELATING TO GREENHOUSE GASES AND CLIMATE CHANGE | April 2022 | June 2023 | Abandon | 13 | 1 | 0 | No | No |
| 17724786 | PERSONALIZED LEARNING SYSTEM AND METHOD FOR THE AUTOMATED GENERATION OF STRUCTURED LEARNING ASSETS BASED ON USER DATA | April 2022 | March 2023 | Allow | 11 | 2 | 0 | No | No |
| 17706770 | Systems and Methods for Evaluating Environmental and Entertaining Elements of Digital Therapeutic Content | March 2022 | August 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17656004 | INDIVIDUALIZED MEDIA PLAYBACK PACING TO IMPROVE THE LISTENER'S DESIRED OUTCOMES | March 2022 | January 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 17692515 | COMPUTING DEVICE FOR ENHANCING COMMUNICATIONS | March 2022 | February 2025 | Allow | 35 | 2 | 0 | No | No |
| 17640690 | SYSTEM AND METHOD FOR PROVIDING A DIGITAL SIMULATION OF AN INSTALLATION, AND CORRESPONDING COMPUTER PROGRAM PRODUCT | March 2022 | October 2024 | Allow | 31 | 1 | 0 | No | No |
| 17682468 | SURGICAL TRAINING SYSTEMS AND METHODS | February 2022 | February 2023 | Allow | 11 | 0 | 0 | No | No |
| 17634601 | Intelligent Voice Playing Method and Device | February 2022 | April 2024 | Allow | 26 | 2 | 0 | No | No |
| 17590942 | LEARNING MANAGEMENT SYSTEM | February 2022 | December 2023 | Allow | 22 | 2 | 0 | No | No |
| 17574911 | CUSTOMIZATION OF HELP INFORMATION BASED ON EEG DATA | January 2022 | March 2023 | Allow | 14 | 1 | 0 | No | No |
| 17569849 | SYSTEM AND METHOD FOR DYNAMICALLY GROUPING LEARNERS DURING A LIVE LEARNING SESSION | January 2022 | January 2025 | Abandon | 37 | 1 | 0 | No | No |
| 17568469 | Electrical Circuit Training Device and Method | January 2022 | June 2022 | Allow | 5 | 1 | 0 | No | No |
| 17566570 | DEVICES AND METHODS FOR USING MECHANICAL AFFECTIVE TOUCH THERAPY TO IMPROVE FOCUS, CONCENTRATION, LEARNING CAPACITY, VISUAL MEMORY, NEW LEARNING, SUSTAINED ATTENTION, COGNITION & INTEROCEPTION IN HUMANS | December 2021 | January 2025 | Abandon | 37 | 1 | 0 | No | No |
| 17559410 | DRIVING SIMULATION SCORING SYSTEM | December 2021 | January 2024 | Allow | 24 | 1 | 0 | Yes | No |
| 17618278 | GAIT TRAINER FOR TRAINING OF NEUROMUSCULAR FUNCTIONS | December 2021 | January 2024 | Allow | 25 | 1 | 0 | No | No |
| 17643577 | TRANSFORMER TRAINING LAB | December 2021 | October 2023 | Allow | 22 | 0 | 0 | No | No |
| 17535847 | ASSISTANCE SYSTEM AND METHOD FOR GUIDING EXERCISE POSTURES IN LIVE BROADCAST | November 2021 | June 2024 | Abandon | 31 | 3 | 0 | No | No |
| 17535754 | MOTION TRAINING APPARATUS | November 2021 | January 2025 | Abandon | 38 | 1 | 0 | No | No |
| 17533324 | PERSONALIZED LEARNING SYSTEM AND METHOD FOR THE AUTOMATED GENERATION OF STRUCTURED LEARNING ASSETS BASED ON USER DATA | November 2021 | March 2022 | Allow | 4 | 1 | 0 | No | No |
| 17526568 | MODULAR CIRCUIT CARD ASSEMBLY FOR ADVANCED TRAINING APPLICATIONS | November 2021 | February 2025 | Allow | 39 | 1 | 0 | No | No |
| 17523831 | SYSTEMS AND METHODS FOR GENERATING DYNAMIC EDUCATIONAL CONTENT SETS | November 2021 | May 2025 | Abandon | 42 | 2 | 0 | Yes | No |
| 17521704 | Apparatus, System and Method for an Electronically Assisted Chessboard | November 2021 | October 2023 | Allow | 23 | 4 | 0 | Yes | Yes |
| 17509433 | ELECTRONIC APPARATUS AND OPERATING METHOD THEREOF | October 2021 | April 2024 | Allow | 29 | 1 | 0 | No | No |
| 17494181 | PORTABLE MASS AIRFLOW TRAINING MODULE | October 2021 | December 2023 | Allow | 26 | 1 | 0 | No | No |
| 17482368 | ONCOPLASTIC SURGERY TRAINING MODEL | September 2021 | June 2023 | Allow | 21 | 3 | 0 | Yes | No |
| 17479576 | Fit Simulation Garment | September 2021 | September 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17467255 | Method of interactive reading for users of self-scrolling Braille | September 2021 | January 2024 | Allow | 29 | 3 | 0 | Yes | No |
| 17378430 | FLUCTUATING PROGRESS INDICATOR | July 2021 | January 2023 | Allow | 18 | 0 | 0 | No | No |
| 17372229 | AVATAR-INCENTIVE HEALTHCARE THERAPY | July 2021 | February 2023 | Allow | 19 | 1 | 0 | No | No |
| 17420427 | LOGIC FOR MODULATING ENTRAINMENT SEQUENCE WITH BIOFEEDBACK | July 2021 | March 2025 | Allow | 45 | 3 | 0 | Yes | No |
| 17350121 | PERSONALIZED LEARNING SYSTEM AND METHOD FOR THE AUTOMATED GENERATION OF STRUCTURED LEARNING ASSETS BASED ON USER DATA | June 2021 | October 2021 | Allow | 4 | 0 | 0 | No | No |
| 17346680 | PREDICTIVE BUILDING EMERGENCY TRAINING AND GUIDANCE SYSTEM | June 2021 | May 2022 | Allow | 11 | 2 | 1 | No | No |
| 17339365 | VIDEO REBROADCASTING WITH MULTIPLEXED COMMUNICATIONS AND DISPLAY VIA SMART MIRRORS | June 2021 | October 2022 | Allow | 17 | 3 | 0 | No | No |
| 17339337 | VIDEO REBROADCASTING WITH MULTIPLEXED COMMUNICATIONS AND DISPLAY VIA SMART MIRRORS | June 2021 | February 2023 | Allow | 21 | 3 | 0 | No | No |
| 17297093 | GOLF COACHING SYSTEM AND METHOD | May 2021 | January 2024 | Allow | 31 | 1 | 0 | No | No |
| 17321620 | WEARABLE DEVICE SYSTEMS AND METHODS FOR GUIDING PHYSICAL MOVEMENTS | May 2021 | January 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17243162 | INTELLIGENT HAIR CLIPPER TRAINING SYSTEM | April 2021 | September 2024 | Allow | 41 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner FRISBY, KESHA.
With a 34.8% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 30.1% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.
✓ Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner FRISBY, KESHA works in Art Unit 3715 and has examined 795 patent applications in our dataset. With an allowance rate of 55.2%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 36 months.
Examiner FRISBY, KESHA's allowance rate of 55.2% places them in the 10% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by FRISBY, KESHA receive 2.29 office actions before reaching final disposition. This places the examiner in the 78% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by FRISBY, KESHA is 36 months. This places the examiner in the 18% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +17.1% benefit to allowance rate for applications examined by FRISBY, KESHA. This interview benefit is in the 62% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 21.2% of applications are subsequently allowed. This success rate is in the 16% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 26.7% of cases where such amendments are filed. This entry rate is in the 29% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 68.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 56% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 67.1% of appeals filed. This is in the 47% percentile among all examiners. Of these withdrawals, 40.4% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 53.0% are granted (fully or in part). This grant rate is in the 66% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 1.0% of allowed cases (in the 68% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 38% percentile). This examiner issues Quayle actions less often than average. Allowances may come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
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.