Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19189020 | System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral Intelligence | April 2025 | October 2025 | Allow | 6 | 1 | 1 | Yes | No |
| 19189035 | System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral Intelligence | April 2025 | October 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18979014 | OILFIELD DATA PRODUCT GENERATION AND MANAGEMENT SYSTEM | December 2024 | November 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18948622 | SYSTEM AND METHOD FOR GENERATING A BODY MODIFICATION PROTOCOL | November 2024 | October 2025 | Abandon | 11 | 2 | 0 | No | No |
| 18864504 | REMOTE SCANNING AND VALIDATING OF CLINICAL ORDER DEVICE CONFIGURATIONS | November 2024 | March 2025 | Allow | 4 | 0 | 0 | No | No |
| 18815981 | SYSTEM AND METHOD FOR DETERMINING A PERSONALIZED PROBIOTIC THERAPEUTIC REGIMEN | August 2024 | January 2026 | Allow | 17 | 1 | 0 | No | No |
| 18839946 | MEDICAL IMAGING DEVICE, MEDICAL SYSTEM, METHOD FOR OPERATING A MEDICAL IMAGING DEVICE, AND METHOD FOR MEDICAL IMAGING | August 2024 | January 2026 | Allow | 16 | 2 | 0 | Yes | No |
| 18807953 | Medical Companion Application with Integrated AI Technologies, Extended Reality, and Decentralized Health Data Marketplace and Related Methods | August 2024 | March 2026 | Abandon | 19 | 1 | 0 | No | No |
| 18792249 | DYNAMIC ACTIVITY RECOMMENDATION USING MACHINE LEARNING AND GEOFENCING IN A MENTAL WELLNESS APPLICATION | August 2024 | March 2026 | Abandon | 19 | 1 | 0 | No | No |
| 18780736 | MULTIFACETED REAL ESTATE PLATFORM AND METHOD OF USING THE SAME | July 2024 | March 2026 | Abandon | 20 | 1 | 0 | No | No |
| 18780073 | CAREGIVER ASSISTANCE SYSTEM | July 2024 | March 2026 | Allow | 19 | 1 | 0 | No | No |
| 18775788 | RULE BASED DATA ITEM TRAVERSAL TECHNICAL FIELD | July 2024 | March 2026 | Abandon | 20 | 1 | 0 | No | No |
| 18770828 | HANDLING OF AGE OF TRANSMITTED DATA IN MEDICAL DEVICE SYSTEM | July 2024 | September 2025 | Allow | 14 | 0 | 0 | Yes | No |
| 18770649 | SYSTEM AND METHOD FOR IMPROVING A COGNITIVE STATE OF A PATIENT THROUGH CUSTOMIZED MUSIC THERAPY | July 2024 | February 2026 | Abandon | 19 | 1 | 0 | No | No |
| 18762494 | SYSTEMS AND METHODS FOR RESOURCE AVAILABILITY MANAGEMENT | July 2024 | November 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18725376 | DIGITAL MEDICINE COMPANION FOR CDK INHIBITOR MEDICATIONS FOR CANCER PATIENTS | June 2024 | March 2026 | Abandon | 20 | 1 | 0 | No | No |
| 18716623 | Methods and Systems for Dental Treatment Planning | June 2024 | February 2026 | Abandon | 21 | 1 | 0 | No | No |
| 18714009 | REMOTE IMAGE DIAGNOSIS COMPREHENSIVE SUPPORT APPARATUS, METHOD OF COMPREHENSIVE SUPPORT FOR REMOTE DIAGNOSTIC IMAGING AND PROGRAM | May 2024 | June 2025 | Abandon | 13 | 1 | 0 | No | No |
| 18658635 | SYSTEMS AND METHODS FOR DISEASE CONTROL AND MANAGEMENT | May 2024 | October 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18641762 | HEALTH MONITORING SYSTEM AND METHOD | April 2024 | January 2026 | Abandon | 21 | 1 | 0 | No | No |
| 18694400 | A PATIENT SUPPORT PLATFORM FOR INCREASING PATIENT ENGAGEMENT | March 2024 | January 2026 | Abandon | 22 | 1 | 0 | No | No |
| 18606842 | APPARATUS AND METHOD FOR SELECTING POSITIVE AIRWAY PRESSURE MASK INTERFACE | March 2024 | December 2025 | Abandon | 21 | 1 | 0 | No | No |
| 18692401 | A COMPUTER-IMPLEMENTED METHOD FOR PROVIDING CARE | March 2024 | January 2026 | Abandon | 22 | 1 | 0 | No | No |
| 18604471 | MACHINE LEARNING SYSTEM FOR IRREVOCABLE PATIENT OUT-OF-POCKET COSTS FOR PRESCRIPTIONS | March 2024 | July 2025 | Allow | 17 | 3 | 0 | Yes | No |
| 18604449 | MACHINE LEARNING SYSTEM FOR IRREVOCABLE PATIENT OUT-OF-POCKET COSTS FOR PRESCRIPTIONS | March 2024 | August 2025 | Allow | 17 | 3 | 0 | Yes | No |
| 18597656 | WELL-BEING PLATFORM UTILIZING MACHINE LEARNING | March 2024 | November 2025 | Abandon | 20 | 4 | 0 | Yes | No |
| 18595881 | SYSTEM FOR CENTRALIZED MANAGEMENT OF ELECTRONIC DENTAL RECORDS | March 2024 | June 2025 | Abandon | 15 | 2 | 0 | No | No |
| 18588928 | METHODS, SYSTEMS, AND APPARATUS FOR OPTIMIZING EFFECTS OF TREATMENT WITH MEDICATION USING MEDICATION COMPLIANCE PATTERNS | February 2024 | November 2024 | Allow | 9 | 0 | 0 | No | No |
| 18687054 | Method and Apparatus for Securely Documenting Medical Treatment Regimes | February 2024 | March 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18685962 | METHODS AND SYSTEMS FOR COMMUNICATION BETWEEN SONOGRAPH USERS AND RADIOGRAPH INTERPRETERS | February 2024 | January 2026 | Allow | 22 | 2 | 0 | No | No |
| 18439698 | MEDICATION ORDER PROCESSING AND RECONCILIATION | February 2024 | May 2025 | Abandon | 15 | 2 | 0 | Yes | No |
| 18433212 | Optimizing Data Flow and Display in an Electronic Medical Records (EMR) System | February 2024 | October 2025 | Allow | 21 | 0 | 0 | Yes | No |
| 18430785 | SYSTEMS AND METHODS TO PROCESS ELECTRONIC IMAGES TO PROVIDE AUTOMATED ROUTING OF DATA | February 2024 | April 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18422281 | METHOD FOR PROVIDING INFORMATION BASED ON E-COMMERCE AND COMPUTING DEVICE FOR EXECUTING THE SAME | January 2024 | April 2024 | Allow | 2 | 0 | 0 | No | No |
| 18413592 | PRESCRIPTION COMPATIBILITY CHECKING FOR A MEDICAL DEVICE | January 2024 | January 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18408662 | ACUPOINT POSITIONING SYSTEM AND ACUPOINT POSITIONING METHOD | January 2024 | February 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18403887 | SYSTEM AND METHOD FOR DIGITAL THERAPEUTICS IMPLEMENTING A DIGITAL DEEP LAYER PATIENT PROFILE | January 2024 | November 2025 | Abandon | 23 | 1 | 1 | No | No |
| 18022716 | STROKE DIAGNOSIS AND THERAPY ASSISTANCE SYSTEM, STROKE STATE INFORMATION PROVIDING DEVICE, AND STROKE STATE INFORMATION PROVIDING PROGRAM | January 2024 | March 2026 | Abandon | 36 | 1 | 0 | Yes | No |
| 18389695 | MEDICAL SUPPORT DEVICE, OPERATION METHOD OF MEDICAL SUPPORT DEVICE, AND OPERATION PROGRAM OF MEDICAL SUPPORT DEVICE | December 2023 | March 2026 | Abandon | 27 | 2 | 0 | No | No |
| 18545241 | Fitness Watch Configured with Micro AI | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18544892 | Apparatus for Recording Information Concerning the Use of an Injection Device | December 2023 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18544307 | MEDICAL SUPPORT DEVICE, OPERATION METHOD OF MEDICAL SUPPORT DEVICE, OPERATION PROGRAM OF MEDICAL SUPPORT DEVICE, LEARNING DEVICE, AND LEARNING METHOD | December 2023 | February 2026 | Abandon | 26 | 2 | 0 | No | No |
| 18531923 | PSYCHOLOGICAL COUNSELING SERVICE METHOD AND USER TERMINAL | December 2023 | December 2025 | Abandon | 25 | 0 | 1 | No | No |
| 18531890 | SYSTEMS AND METHODS FOR DEVICE INVENTORY MANAGEMENT AND TRACKING | December 2023 | September 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18520496 | SYSTEM AND METHOD FOR RAPID AND ACCURATE HISTOLOGIC ANALYSIS OF TUMOR MARGINS USING MACHINE LEARNING | November 2023 | December 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18517678 | Strategy For Positive Impact | November 2023 | November 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18510572 | Culture For Positive Impact | November 2023 | November 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18499979 | VIRTUAL REALITY ENABLED NEUROTHERAPY FOR IMPROVING SPATIAL-TEMPORAL NEUROCOGNITIVE PROCESSING | November 2023 | March 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18494241 | PREDICTIVE MODELING FRAMEWORK FOR RISK ASSESSMENT | October 2023 | November 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18493798 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM | October 2023 | February 2026 | Abandon | 28 | 2 | 0 | No | No |
| 18383180 | Identifying Repetitive Portions of Clinical Notes and Generating Summaries Pertinent to Treatment of a Patient Based on the Identified Repetitive Portions | October 2023 | April 2025 | Abandon | 18 | 2 | 0 | Yes | No |
| 18287509 | SYSTEM AND METHOD FOR EARLY DETECTION OF A PSYCHOTHERAPEUTIC TREATMENT RESPONSE | October 2023 | February 2026 | Abandon | 28 | 1 | 0 | No | No |
| 18489074 | SYSTEM AND METHOD FOR MAKING PERSONALIZED INDIVIDUAL UNIT DOSES CONTAINING PHARMACEUTICAL ACTIVES | October 2023 | October 2024 | Allow | 12 | 2 | 0 | Yes | No |
| 18286750 | METHOD, APPARATUS RELATED TO MEDICATION LIST MANAGEMENT, AND COMPUTER-READABLE RECORDING MEDIUM | October 2023 | April 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18483632 | PHYSIOLOGICAL CONDITION INFORMATION FOR REMOTE HEALTHCARE DETERMINATION | October 2023 | January 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18483390 | SYSTEMS AND METHODS FOR IDENTIFYING DEPRESSION IN A DIALYSIS PATIENT | October 2023 | February 2026 | Abandon | 28 | 2 | 0 | Yes | No |
| 18481822 | METHOD AND SYSTEM FOR MEDICAL CODING AND BILLING | October 2023 | January 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18552790 | SYSTEMS AND METHODS FOR INCREASING THERMOMETRIC RELIABILITY | September 2023 | October 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18552378 | DIAGNOSIS PREDICTION SYSTEM USING DIGITAL DEVICE, LEARNING DEVICE, COMPUTER PROGRAM, DIAGNOSIS PREDICTION METHOD, AND PREDICTION MODEL GENERATION/UPDATING METHOD | September 2023 | September 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18473009 | SYSTEM AND METHOD FOR DETERMINING SUBJECT CONDITIONS IN MOBILE HEALTH CLINICAL TRIALS | September 2023 | January 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18371410 | SCHEDULING HEALTHCARE-RELATED SERVICES, EMR ACCESS, AND WOUND DETECTION | September 2023 | October 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18369983 | SYSTEMS AND METHODS TO SELECT AND SHARE LEARNING CONTENT BASED ON SIMILAR ACTIVITIES | September 2023 | January 2026 | Abandon | 28 | 1 | 0 | No | No |
| 18368148 | PURCHASE MANAGEMENT SYSTEM AND METHOD | September 2023 | March 2024 | Allow | 6 | 2 | 0 | Yes | No |
| 18466015 | METHOD OF SURGICAL INSTRUMENT MANAGEMENT AND INFORMATION MANAGEMENT SYSTEM | September 2023 | November 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18243211 | SYSTEM AND METHOD FOR MAKING PERSONALIZED INDIVIDUAL UNIT DOSES CONTAINING PHARMACEUTICAL ACTIVES | September 2023 | February 2025 | Allow | 17 | 1 | 1 | No | No |
| 18240474 | Method for Operating a System that Identifies a User's Eating Habits, Recommends Food, and Provides a Food Report | August 2023 | August 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18454728 | HEALTH EVENT HIGHLIGHTER | August 2023 | October 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18236789 | SYSTEMS AND METHODS FOR ORGAN SHAPE ANALYSIS FOR DISEASE DIAGNOSIS AND RISK ASSESSMENT | August 2023 | May 2025 | Abandon | 20 | 0 | 0 | No | No |
| 18453802 | PREDICTING RISK OF PREGNANCY-RELATED COMPLICATIONS USING MACHINE LEARNING | August 2023 | September 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18449975 | ELECTRONIC APPARATUS AND CONTROL METHOD FOR AN ELECTRONIC APPARATUS | August 2023 | February 2026 | Abandon | 30 | 2 | 0 | No | No |
| 18366704 | MOTION ESTIMATION METHOD AND APPARATUS FOR TUMOR, TERMINAL DEVICE, AND STORAGE MEDIUM | August 2023 | November 2025 | Allow | 27 | 1 | 0 | No | No |
| 18230482 | SYSTEMS AND METHODS FOR TRACKING ITEMS | August 2023 | October 2025 | Allow | 27 | 1 | 0 | No | No |
| 18228640 | SYSTEM AND METHOD FOR AN ENHANCED PATIENT USER INTERFACE DISPLAYING REAL-TIME MEASUREMENT INFORMATION DURING A TELEMEDICINE SESSION | July 2023 | October 2025 | Allow | 27 | 4 | 0 | Yes | No |
| 18228662 | STANDARDIZED PATIENT-PROVIDED DATA AND INTERVENTIONS BASED ON SIGNIFICANCE CODES | July 2023 | September 2025 | Abandon | 26 | 0 | 1 | No | No |
| 18263316 | SKIN CARE CHECK-IN METHOD AND ELECTRONIC DEVICE | July 2023 | November 2025 | Abandon | 28 | 2 | 0 | No | No |
| 18359073 | ORDER ASSIGNMENT METHOD FOR DENTAL RESTORATIONS | July 2023 | November 2025 | Abandon | 28 | 1 | 0 | No | No |
| 18359512 | METHODS AND APPARATUS FOR TROUBLESHOOTING INSTRUMENT MALFUNCTIONS | July 2023 | January 2026 | Allow | 30 | 4 | 0 | Yes | No |
| 18359558 | METHODS AND APPARATUS FOR TROUBLESHOOTING INSTRUMENT MALFUNCTIONS | July 2023 | January 2026 | Allow | 30 | 4 | 0 | Yes | No |
| 18358713 | SYSTEMS AND METHODS FOR USE IN DIAGNOSING A MEDICAL CONDITION OF A PATIENT | July 2023 | February 2025 | Abandon | 19 | 2 | 0 | No | No |
| 18356444 | AI-ENABLED RISK ASSESSMENT OF ADVERSE HEALTH OUTCOME | July 2023 | December 2025 | Abandon | 29 | 0 | 1 | No | No |
| 18356344 | DETERMINING A GENETIC PREDISPOSITION OF A MEDICAL CAUSE | July 2023 | March 2026 | Abandon | 31 | 2 | 0 | Yes | No |
| 18222580 | HEALTH CARE PRESCRIPTION SYNCHRONIZATION BETWEEN PATIENT AND HEALTH CARE PROVIDER | July 2023 | July 2024 | Allow | 12 | 2 | 0 | Yes | No |
| 18221795 | Combining Dietary Recommendations Across Comorbidities | July 2023 | September 2025 | Abandon | 26 | 1 | 0 | Yes | No |
| 18351759 | ADAPTIVE PATIENT CONDITION SURGICAL WARNING SYSTEM | July 2023 | February 2026 | Allow | 31 | 1 | 0 | No | No |
| 18220937 | MEDICAL DEVICE MANAGEMENT SYSTEM, MANAGEMENT SERVER, MEDICAL DEVICE, AND MEDICAL DEVICE MANAGEMENT METHOD | July 2023 | October 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18220897 | SYSTEMS AND METHODS FOR CONTAGIOUS ILLNESS SURVEILLANCE AND OUTBREAK DETECTION | July 2023 | June 2024 | Allow | 11 | 1 | 0 | No | No |
| 18349814 | COMMUNICATIONS PLATFORM CONNECTING USERS FOR REMOTE MONITORING AND INTERVENTION BASED ON USER-DESIGNATED CONDITIONS | July 2023 | November 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18348328 | System and Method for Monitoring Health Signals of Patients | July 2023 | February 2025 | Abandon | 19 | 2 | 0 | No | No |
| 18345140 | SYSTEMS AND METHODS FOR USING AI/ML AND FOR CARDIAC AND PULMONARY TREATMENT VIA AN ELECTROMECHANICAL MACHINE RELATED TO UROLOGIC DISORDERS AND ANTECEDENTS AND SEQUELAE OF CERTAIN UROLOGIC SURGERIES | June 2023 | October 2025 | Allow | 27 | 4 | 0 | Yes | No |
| 18344371 | MACHINE LEARNING FOR OPTIMIZING OVARIAN STIMULATION | June 2023 | November 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18214048 | LIFEMAP SYSTEM, ADAPTIVE LIFEMAP SYSTEM, LIFEMAP PLANNING PROCESSES, AND METHODS OF USE | June 2023 | September 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18340374 | PATIENT ASSURANCE SYSTEM AND METHOD | June 2023 | July 2025 | Allow | 25 | 1 | 0 | No | No |
| 18268669 | INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING METHOD | June 2023 | January 2026 | Abandon | 31 | 2 | 0 | No | No |
| 18336611 | MANAGEMENT DEVICE, THERAPEUTIC INHALER, AND NON-TRANSITORY STORAGE MEDIUM STORING MANAGEMENT PROGRAM | June 2023 | March 2026 | Allow | 32 | 2 | 0 | Yes | No |
| 18268188 | SYSTEMS FOR GENERATING A PHOTONICS DATABASE | June 2023 | December 2023 | Allow | 6 | 0 | 0 | No | No |
| 18210127 | SYSTEM AND METHOD FOR ASSESSING RISK PREDISPOSITION TO GESTATIONAL HYPERTENSIVE DISORDERS AND DEVELOPING PERSONALIZED NUTRITION PLANS FOR USE DURING STAGES OF PRECONCEPTION, PREGNANCY, AND LACTATION/POSTPARTUM | June 2023 | January 2026 | Abandon | 31 | 1 | 0 | No | No |
| 18209866 | MACHINE LEARNING-BASED DIAGNOSTIC CLASSIFIER | June 2023 | August 2025 | Abandon | 26 | 2 | 0 | No | No |
| 18209987 | 3-Tier Reintegration Formula | June 2023 | June 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18207939 | SYSTEMS AND METHODS FOR PROVIDING PRODUCT AND SERVICE QUOTES TO CUSTOMERS | June 2023 | June 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18331895 | PATIENT SURGERY CANCELLATION PREDICTION SYSTEM | June 2023 | November 2025 | Abandon | 29 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 3684.
With a 25.8% 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, 23.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Art Unit 3684 is part of Group 3680 in Technology Center 3600. This art unit has examined 6,026 patent applications in our dataset, with an overall allowance rate of 52.7%. Applications typically reach final disposition in approximately 39 months.
Art Unit 3684's allowance rate of 52.7% places it in the 9% percentile among all USPTO art units. This art unit has a significantly lower allowance rate than most art units at the USPTO.
Applications in Art Unit 3684 receive an average of 2.54 office actions before reaching final disposition (in the 88% percentile). The median prosecution time is 39 months (in the 18% percentile).
When prosecuting applications in this art unit, consider the following:
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.