USPTO Group 3680 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19358261DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESOctober 2025February 2026Allow410NoNo
19354316SYSTEMS AND METHODS FOR AUTOMATED VALIDATION AND RESOLUTION OF EXCEPTION RECORDSOctober 2025March 2026Allow510NoNo
19315027AUGMENTED REALITY VISUAL GUIDANCE SYSTEM FOR INJECTABLE MEDICATION ADMINISTRATION AND VERIFICATIONAugust 2025February 2026Allow500YesNo
19295129Healthcare Object Recognition, Systems And MethodsAugust 2025March 2026Allow700YesNo
19275248SYSTEM AND METHOD FOR DELIVERING MEDICATION AND MEDICAL SUPPLIES TO PERSONS IN NEED THEREOF IN RESPONSE TO A LARGE SCALE EMERGENCY SCENARIOJuly 2025January 2026Allow600YesNo
19272858DISPLAY CUSTOMIZATION SYSTEM FOR 3D MODEL SHOPPING INTERFACEJuly 2025January 2026Allow611NoNo
19271679Personalized AI Agent as a Case ManagerJuly 2025December 2025Allow510YesNo
19271473Pharmacy Surveillance and Intervention system for monitoring, detecting and preventing Narcotic AbuseJuly 2025January 2026Allow610YesNo
19254700SYSTEMS AND METHODS FOR ALLOCATING RESOURCES VIA INFORMATION TECHNOLOGY INFRASTRUCTUREJune 2025January 2026Allow700YesNo
19255827METHOD, MEDIUM, AND SYSTEM FOR VIRTUAL AGENTS TO HELP CUSTOMERS AND BUSINESSESJune 2025October 2025Allow300YesNo
19253887Providing insights to a doctor engaged in conversation with a patient from a consensus of mutliple artificial intelligence (AI) specialists analyzing the conversationJune 2025October 2025Allow410NoNo
19233833SYSTEM AND METHOD FOR ORDER FULFILLMENTJune 2025February 2026Allow810YesNo
19223888MULTI-DIMENSIONAL REINFORCEMENT LEARNING IN AN AI PLATFORMMay 2025December 2025Allow710YesNo
19217777INTEGRATED, AI-ENABLED VALUE-BASED CARE MEASUREMENT AND OBJECTIVE RISK ASSESSMENT CLINICAL AND FINANCIAL MANAGEMENT SYSTEMMay 2025August 2025Allow200NoNo
19217946INTEGRATED, AI-ENABLED VALUE-BASED CARE MEASUREMENT AND OBJECTIVE RISK ASSESSMENT CLINICAL AND FINANCIAL MANAGEMENT SYSTEMMay 2025July 2025Allow200YesNo
19217868INTEGRATED, AI-ENABLED VALUE-BASED CARE MEASUREMENT AND OBJECTIVE RISK ASSESSMENT CLINICAL AND FINANCIAL MANAGEMENT SYSTEMMay 2025August 2025Allow200NoNo
19218195METHOD FOR GENERATING IMAGES OF SYNTHETIC PRODUCTS THAT ARE IMMEDIATELY MANUFACTURABLEMay 2025February 2026Allow911YesNo
19206130TARGETED CONTROL METHOD AND SYSTEM FOR BLACKHEAD REMOVALMay 2025September 2025Allow410NoNo
19189020System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025October 2025Allow611YesNo
19189035System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025October 2025Allow510YesNo
19189025System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025January 2026Allow910YesNo
19189030System and Method for Emotionally Intelligent, Personalized AI Avatar-Based Health Coaching Using Multi-Domain Data and Adaptive Behavioral IntelligenceApril 2025September 2025Allow520NoNo
19187334GENERATIVE APPAREL RECOMMENDATIONS USING IMAGES OF A PERSON DURING THE COURSE OF A COMMUNICATIONS SESSION AMONG USERSApril 2025November 2025Allow710YesNo
19185942SYSTEMS AND METHODS FOR REGULATING PROVISION OF MESSAGES WITH CONTENT FROM DISPARATE SOURCES BASED ON RISK AND FEEDBACK DATAApril 2025September 2025Allow510YesNo
19183602SHELF DEVICE WITH A MOVABLE CAMERA FOR PRODUCT CAPTURE, UNMANNED SALES SYSTEM, AND SALES MANAGEMENT SYSTEM FOR UNMANNED STORESApril 2025October 2025Allow610YesNo
19172565SYSTEM AND METHOD FOR RAPID BIONIC ENTITY FITTING SAMPLINGApril 2025October 2025Allow710NoNo
19090894EMAIL SUBJECT LINE GENERATION METHODMarch 2025February 2026Allow1110NoNo
19079691Healthcare Object Recognition, Systems And MethodsMarch 2025May 2025Allow200YesNo
19111450Medicine Preparation Assistance Device, Method for Operating Same, and ApplicationMarch 2025January 2026Allow1000YesNo
19076718SYSTEMS, METHODS, AND DEVICES FOR MESSAGE CONTROLMarch 2025March 2026Allow1220YesNo
19074848CREATING AND MANAGING PROBLEM LISTS FOR ELECTRONIC HEALTH RECORDSMarch 2025April 2025Allow200YesNo
19072965PERSONALIZED LIVER CANCER TREATMENTMarch 2025January 2026Allow1020YesNo
19069292REGIONALLY INTEGRATED EMERGENCY STROKE UNITMarch 2025May 2025Allow200NoNo
19069147System and Method of Electronic Health Record Permissioning and MonetizationMarch 2025March 2026Allow1200YesNo
19062710MONETIZED USER FEEDBACK SYSTEM AND PLATFORM FOR MONETIZING USER FEEDBACK THROUGH CONCISE, TARGETED TIPS AIMED AT DECISION-MAKERSFebruary 2025September 2025Allow601NoNo
19105682AN ELECTRONIC BINDER SYSTEM (EBINDER) FOR PROCESSING SOURCE DATA TO EDC SYSTEMSFebruary 2025November 2025Allow900YesNo
19059016CONTEXT-BASED USER INTERFACE TO MEDICAL DATABASEFebruary 2025March 2026Allow1300YesNo
19057625SYSTEM, METHOD AND APPARATUS FOR REAL-TIME ACCESS TO NETWORKED RADIOLOGY DATAFebruary 2025February 2026Allow1200YesNo
19052470SYSTEM AND METHOD OF TRADING GOODS AND SERVICESFebruary 2025October 2025Allow820YesNo
19050580SYSTEMS AND METHODS FOR PLANNING AND ASSISTING ORTHOPAEDIC SURGICAL PROCEDURESFebruary 2025March 2026Allow1300YesNo
19050537SYSTEM AND METHOD FOR PROVIDING MULTIPLE APPLICATION PROGRAMMING INTERFACES FOR A BROWSER TO MANAGE PAYMENTS FROM A PAYMENT SERVICEFebruary 2025April 2025Allow200YesNo
19045016PATIENT STATION FOR FACILITATING MEDICAL SERVICES REMOTELYFebruary 2025August 2025Allow610YesNo
19044337ELECTRONIC HEALTHCARE RECORD DATA BLOCKCHAIN SYSTEM AND PROCESSFebruary 2025March 2026Allow1300YesNo
19043842CARDIOVASCULAR DISEASE RISK ASSESSMENT SYSTEM AND CARDIOVASCULAR DISEASE RISK ASSESSMENT METHODFebruary 2025March 2026Allow1300NoNo
19040746DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESJanuary 2025July 2025Allow501YesNo
19040728DYNAMIC PROMOTIONAL LAYOUT MANAGEMENT AND DISTRIBUTION RULESJanuary 2025May 2025Allow300YesNo
19038238System and Method for Recommending Resale Alternatives for Retail GoodsJanuary 2025April 2025Allow300NoNo
19035563METHOD FOR CONSTRUCTING PROGNOSTIC MODEL OF HEPATOMA AND APPLICATION THEREOFJanuary 2025October 2025Allow820NoNo
19031854MEDICAL WASTE MANAGEMENT USING AN INTELLIGENT INJECTION DEVICEJanuary 2025July 2025Allow601YesNo
19031862TRACKING MEDICATION USAGE AND SUPPLY CHAIN EVENT USING NETWORKED INTELLIGENT INJECTION DEVICESJanuary 2025July 2025Allow601YesNo
19030644SYSTEMS AND METHODS FOR SECURE SHARING OF CARDIAC ASSESSMENTS USING QR CODESJanuary 2025August 2025Allow710YesNo
19022882MEDICATION USE SUPPORT SYSTEMJanuary 2025February 2026Allow1300NoNo
18994487COMPUTING TECHNOLOGIES FOR OPERATING USER INTERFACES BASED ON INTEGRATING DATA FROM DATA SOURCESJanuary 2025December 2025Allow1110YesNo
19020852ALARM NOTIFICATION SYSTEMJanuary 2025February 2026Allow1300YesNo
19018064CONSTRUCTION METHOD, PREDICTION SYSTEM, AND STORAGE MEDIUM OF ADR PREDICTION MODEL FOR ELDERLY PATIENTSJanuary 2025October 2025Allow910YesNo
19017309"LIVE-STREAMING" WAREHOUSE MANAGEMENT SYSTEM BASED ON ULTRA-HIGH FREQUENCY (UHF) RFID TECHNOLOGYJanuary 2025April 2025Allow300YesNo
19014848METHODS AND SYSTEMS FOR ANALYZING ACCESSING OF MEDICAL DATAJanuary 2025October 2025Allow910YesNo
19013276METHOD OF GENERATING PERSONALIZED LEARNING PATH BASED ON MULTI-COURSE KNOWLEDGE GRAPH MERGING AND SYSTEM THEREOFJanuary 2025February 2026Abandon1320NoNo
190115843D BUILDING MODEL MATERIALS AUTO-POPULATORJanuary 2025November 2025Allow1020YesNo
19001410OUTPUT METHOD, OUTPUT APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM THAT NON-TRANSITORILY STORES PROGRAMDecember 2024October 2025Abandon910NoNo
18988507SYSTEM AND METHOD FOR IDENTIFYING CANDIDATES FOR CLINICAL TRIALSDecember 2024February 2026Allow1400YesNo
18985338EVALUATION SYSTEM BASED ON ANALYTE DATADecember 2024January 2026Allow1300YesNo
18985327EVALUATION METHOD BASED ON ANALYTE DATA AND AN EVALUATION SYSTEMDecember 2024January 2026Allow1300YesNo
18980353DYNAMICALLY OPTIMIZED SCHEDULER FOR DIALYSIS MANAGEMENTDecember 2024February 2026Abandon1420YesNo
18979722MACHINE LEARNING ALGORITHM FOR THE DETECTION OF CARDIAC AMYLOIDOSIS FROM 12 LEAD ECG DATADecember 2024March 2026Allow1510YesNo
18979014OILFIELD DATA PRODUCT GENERATION AND MANAGEMENT SYSTEMDecember 2024November 2025Allow1210YesNo
18975915MEDICAL QUESTION ANSWERING SYSTEMDecember 2024November 2025Allow1120YesNo
18975346MANAGEMENT SERVER FOR MANAGING DIGITAL CONTENT ITEMS SOLD IN CONTENT MARKETDecember 2024March 2025Allow310NoNo
18970107ARTIFICIAL INTELLIGENCE BASED TECHNOLOGIES FOR IMPROVING PATIENT INTAKEDecember 2024January 2026Allow1300YesNo
18968711SYSTEMS, METHODS, AND DEVICES FOR AUTOMATING EMAIL TO ORDER USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI)December 2024June 2025Allow610NoNo
18963933SYSTEMS AND METHODS FOR TRANSFORMING AND STORING DATA FROM MULTIPLE STUDIESNovember 2024December 2025Allow1330YesNo
18963024System and Method of Operationalizing Automated Feature EngineeringNovember 2024February 2026Allow1500YesNo
18960047MAPPING DATA PIPELINES FOR SURGICAL SYSTEMSNovember 2024February 2026Allow1400NoNo
18959325TRANSACTION FLOW WITH MASTER ACCOUNT LEDGER AND ESCROW LEDGER INTERACTIONNovember 2024March 2025Allow410NoNo
18959306TRANSACTION FLOW WITH MASTER ACCOUNT LEDGER AND ESCROW LEDGER INTERACTIONNovember 2024March 2025Allow410NoNo
18957811APPARATUS AND METHOD FOR DETERMINING A CODE AS A FUNCTION OF SUBJECT DATANovember 2024August 2025Allow920YesNo
18957782METHOD AND SYSTEMS FOR GENERATING AN ENTITY DURATION VALUE WITHIN A GRAPHICAL USER INTERFACENovember 2024October 2025Allow1130YesNo
18867809SIGNALLING DEVICE FOR MEDICAL DEVICES AND PROCEDURESNovember 2024January 2026Allow1400NoNo
18954206DATA STREAMS MULTI-SYSTEM INTERACTIONNovember 2024November 2025Allow1100YesNo
18952147SYSTEM AND METHOD FOR AUTOMATICALLY DISPLAYING INFORMATION AT A RADIOLOGIST DASHBOARDNovember 2024November 2025Allow1220YesNo
18948622SYSTEM AND METHOD FOR GENERATING A BODY MODIFICATION PROTOCOLNovember 2024October 2025Abandon1120NoNo
18941101SYSTEMS AND METHODS OF ORGANIZING AND RECORDING INTERACTIONS BETWEEN GROUPS OF HEALTHCARE PROVIDERS AND PATIENTSNovember 2024March 2025Allow410YesNo
18940976SYSTEMS AND METHODS FOR AUTOMATED VALIDATION AND RESOLUTION OF EXCEPTION RECORDSNovember 2024July 2025Allow910YesNo
18864504REMOTE SCANNING AND VALIDATING OF CLINICAL ORDER DEVICE CONFIGURATIONSNovember 2024March 2025Allow400NoNo
18941594SYSTEMS AND METHODS FOR DETERMINING LEG LENGTH CHANGE DURING HIP SURGERYNovember 2024January 2026Allow1500NoNo
18940364SYSTEMS, METHODS AND COMPUTER-ACCESSIBLE MEDIUM FOR IDENTIFYING TARGET PAIRS FOR CAR-T THERAPYNovember 2024October 2025Allow1200YesNo
18939666SYSTEM AND METHOD FOR USING ARTIFICIAL INTELLIGENCE AND ONBOARD DIAGNOSTICS TO IDENTIFY USABLE SALVAGE AUTO PARTS AND TO OPTIMIZE AUTOMOTIVE PARTS DISTRIBUTIONNovember 2024January 2026Abandon1521YesNo
18939143SYSTEMS AND METHODS FOR REGULATING PROVISION OF MESSAGES WITH CONTENT FROM DISPARATE SOURCES BASED ON RISK AND FEEDBACK DATANovember 2024April 2025Allow510NoNo
18862824Three-Dimensional Imaging and Machine Learning System for Identifying Bony Landmarks Used In Developing Treatment ProtocolsNovember 2024March 2026Allow1610NoNo
18933967METHOD AND SYSTEM FOR SUPPLEMENTAL SLEEP DETECTIONOctober 2024January 2026Allow1400NoNo
18933157DETECTION AND MITIGATION OF EFFECTS OF HIGH VELOCITY VALUE CHANGES BASED UPON MATCH EVENT OUTCOMESOctober 2024November 2025Allow1310NoNo
18930973Use of Remote Virtual Screening of Patients with Artificial Intelligence (AI) and Machine Learning (ML) capability for initial Screening of the Patients for Improving the Efficiency of Medical Diagnosis and Generation of Treatment PlansOctober 2024August 2025Allow1031YesNo
18928752SYSTEMS AND METHODS FOR OPTIMIZING MEDICAL INTERVENTIONS USING PREDICTIVE MODELSOctober 2024February 2026Allow1600YesNo
18923947PROVIDING RELEVANT INFORMATION BASED ON USAGE DATAOctober 2024March 2026Allow1710NoNo
18923509SYSTEM AND METHOD FOR DELIVERING MEDICATION AND MEDICAL SUPPLIES TO PERSONS IN NEED THEREOF IN RESPONSE TO A LARGE SCALE EMERGENCY SCENARIOOctober 2024December 2025Abandon1320YesNo
18922120INTELLIGENT DETECTION AND ACQUISITION OF AUTHENTIC PRODUCT REVIEWS FOR CROSS-PLATFORM AVAILABILITYOctober 2024October 2025Allow1200NoNo
18922163SYSTEM AND METHOD FOR ORDER FULFILLMENTOctober 2024March 2025Allow511YesNo
18910002METHOD, DEVICE, AND SYSTEM FOR PROVIDING METAVERSE HEALTHCARE PLATFORM SERVICE FOR NON-FACE-TO-FACE DIAGNOSIS AND SELF-MANAGEMENTOctober 2024March 2026Allow1710YesNo
18909655METHOD AND SYSTEM FOR RECOMMENDATION AND COMPARATIVE ANALYSIS OF ANIMAL MODEL OF NEUROLOGICAL DISEASESOctober 2024June 2025Allow820NoNo
18908598IMPORTING STRUCTURED PRESCRIPTION RECORDS FROM A PRESCRIPTION LABEL ON A MEDICATION PACKAGEOctober 2024February 2026Allow1610NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for group 3680.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
5158
Examiner Affirmed
3791
(73.5%)
Examiner Reversed
1367
(26.5%)
Reversal Percentile
10.4%
Lower than average

What This Means

With a 26.5% 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.

Strategic Value of Filing an Appeal

Total Appeal Filings
11087
Allowed After Appeal Filing
2637
(23.8%)
Not Allowed After Appeal Filing
8450
(76.2%)
Filing Benefit Percentile
13.6%
Lower than average

Understanding Appeal Filing Strategy

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, 23.8% 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.

Strategic Recommendations

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.

Group 3680 - Prosecution Statistics Summary

Executive Summary

Group 3680 is part of Technology Center 3600. This group has examined 83,619 patent applications in our dataset, with an overall allowance rate of 49.2%. Applications typically reach final disposition in approximately 38 months.

Prosecution Patterns

Applications in Group 3680 receive an average of 2.60 office actions before reaching final disposition. The median prosecution time is 38 months.

Strategic Overview

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.

Important Disclaimer

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.