USPTO Examiner KRETZER CASEY L - Art Unit 2635

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18753655AUTOMATIC GENERATION OF EVENTS USING A MACHINE-LEARNING MODELJune 2024February 2025Allow800YesNo
18652432DETECTING SPINAL SHAPE FROM OPTICAL SCANMay 2024December 2024Allow700YesNo
18633140MACHINE-BASED OBJECT RECOGNITION OF VIDEO CONTENTApril 2024April 2025Allow1210YesNo
18627705APPARATUS AND METHOD FOR PROCESSING MEDICAL IMAGE USING PREDICTED METADATAApril 2024August 2024Allow410NoNo
18603473TARGET PART IDENTIFICATION AMONG HUMAN-BODY INTERNAL IMAGESMarch 2024January 2025Allow1000YesNo
18603326TARGET PART IDENTIFICATION AMONG HUMAN-BODY INTERNAL IMAGESMarch 2024December 2024Allow900YesNo
18602379TARGET PART IDENTIFICATION AMONG HUMAN-BODY INTERNAL IMAGESMarch 2024September 2024Allow700YesNo
18602272TARGET PART IDENTIFICATION AMONG HUMAN-BODY INTERNAL IMAGESMarch 2024December 2024Allow900YesNo
18599891TERMINAL AND COMMUNICATION METHODMarch 2024September 2024Allow600YesNo
18443980ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAMEFebruary 2024September 2024Allow700NoNo
18536142Systems, Apparatus, and Methods for Retrieving Image Data of Image FramesDecember 2023July 2024Allow700YesNo
18521403SYSTEM AND METHOD FOR ACCESS CONTROL USING A PLURALITY OF IMAGESNovember 2023January 2025Abandon1410YesNo
18516909Subcarrier Based Data Center Network ArchitectureNovember 2023February 2025Allow1410NoNo
18514540Network Security and Variable Pulse Wave Form with Continuous CommunicationNovember 2023June 2024Allow700YesNo
18508319INTERACTIVE CORONARY LABELING USING INTERVENTIONAL X-RAY IMAGES AND DEEP LEARNINGNovember 2023June 2024Allow700YesNo
18387154METHOD AND SYSTEM FOR AUTOMATIC COOK PROGRAM DETERMINATIONNovember 2023May 2024Allow700YesNo
18502343DETECTING FIELDS IN DOCUMENT IMAGESNovember 2023February 2025Allow1610NoNo
18376785INTELLIGENT HEALTH MONITORINGOctober 2023May 2025Abandon2020YesNo
18470513DISTRACTED DRIVING DETECTION USING A MULTI-TASK TRAINING PROCESSSeptember 2023June 2024Allow901YesNo
18350343OPTICAL FIBER DETECTION METHOD, CONTROL MODULE AND COMPUTER MEDIUM OF DISTRIBUTED ANTENNA SYSTEMJuly 2023May 2025Allow2200YesNo
18344129DETECTING ANOMALOUS EVENTS IN A DISCRIMINATOR OF AN EMBEDDED DEVICEJune 2023March 2024Allow901YesNo
18327550TERMINAL AND COMMUNICATION METHODJune 2023December 2023Allow700YesNo
18038839VEHICLE ASSIST METHOD AND VEHICLE ASSIST DEVICEMay 2023January 2024Allow810NoNo
18322347EMPATHIC ARTIFICIAL INTELLIGENCE SYSTEMSMay 2023February 2024Allow900YesNo
18320280SEMANTIC SEGMENTATION METHOD FOR AIRCRAFT POINT CLOUD BASED ON VOXELIZATION AND THREE VIEWSMay 2023July 2023Allow200YesNo
18319094ADVANCED DRIVER ASSIST SYSTEM AND METHOD OF DETECTING OBJECT IN THE SAMEMay 2023December 2023Allow700YesNo
18191055COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN TRAINING PROGRAM, METHOD FOR TRAINING, AND INFORMATION PROCESSING APPARATUSMarch 2023May 2025Allow2500NoNo
18190848Systems and Methods for Multi-Source True Random Number Generators, Including Multi-Source Entropy Extractor Based Quantum Photonic True Random Number GeneratorsMarch 2023December 2023Allow810YesNo
18122800SYSTEM AND METHOD FOR PROVIDING VEHICLE SAFETY DISTANCE AND SPEED ALERTS UNDER SLIPPERY ROAD CONDITIONSMarch 2023September 2023Allow600YesNo
18176699SYSTEMS AND METHODS FOR IMAGE FEATURE EXTRACTIONMarch 2023September 2023Allow600NoNo
18175397QUANTIFICATION AND QUALIFICATION OF ELECTROCARDIOGRAPH RIGHT-LEG DRIVE FUNCTION SYSTEM AND METHODFebruary 2023February 2024Allow1210YesNo
18114114DATA PROCESSING SYSTEMS INCLUDING OPTICAL COMMUNICATION MODULESFebruary 2023January 2024Allow1110YesNo
18163482SCENE GRAPH GENERATION FOR UNLABELED DATAFebruary 2023January 2024Allow1210YesNo
18158778APPARATUSES AND METHODS FOR IDENTIFYING INFRASTRUCTURE THROUGH MACHINE LEARNINGJanuary 2023November 2023Allow1010YesNo
18100998Computer Vision Systems and Methods for Information Extraction from Text Images Using Evidence Grounding TechniquesJanuary 2023April 2024Allow1410NoNo
18100785CROSS-REGION DOCUMENT CONTENT RECOGNITION METHOD, APPARATUS AND MEDIUMJanuary 2023April 2025Allow2600YesNo
18100097DETERMINING BIOMETRIC DATA USING AN ARRAY OF INFRARED ILLUMINATORSJanuary 2023June 2023Allow500YesNo
18100348CHARACTERIZING FAILURES OF A MACHINE LEARNING MODEL BASED ON INSTANCE FEATURESJanuary 2023February 2024Allow1301NoNo
18094945Network Security and Variable Pulse Wave Form with Continuous CommunicationJanuary 2023July 2023Allow600YesNo
18088646IMAGE PROCESSING METHOD AND DEVICE USING A LINE-WISE OPERATIONDecember 2022December 2023Allow1110YesNo
18146420SYSTEM AND METHOD FOR ACCESS CONTROL USING A PLURALITY OF IMAGESDecember 2022August 2023Allow810YesNo
18068322DISTRACTED DRIVING DETECTION USING A MULTI-TASK TRAINING PROCESSDecember 2022July 2023Allow710NoNo
18065281BOARD, OPTICAL MODULE, OLT, AND INFORMATION PROCESSING METHODDecember 2022November 2023Allow1110YesNo
18008892METHOD OF RECOGNIZING CAR PARKING, SYSTEM FOR RECOGNIZING CAR PARKING, AND COMPUTER PROGRAM FOR THE METHODDecember 2022June 2025Allow3010NoNo
17976761END-TO-END SIGNALIZED INTERSECTION TRANSITION STATE ESTIMATOR WITH SCENE GRAPHS OVER SEMANTIC KEYPOINTSOctober 2022June 2025Allow3200YesNo
17968945MULTI-BAND IMAGE GENERATION SYSTEM AND METHOD USING DEEP-LEARNING NETWORKOctober 2022June 2025Allow3210NoNo
17914018METHOD AND SYSTEM FOR PREDICTING THE PRESENCE OF ENVIRONMENTAL CONDITIONS IN IMAGE DATASeptember 2022June 2025Allow3310YesNo
17950568IMAGE COLLECTION CHIP, OBJECT IMAGING RECOGNITION DEVICE AND OBJECT IMAGING RECOGNITION METHODSeptember 2022November 2023Allow1410NoNo
17946331APPARATUS AND METHOD FOR IMAGE REGION DETECTION OF OBJECT BASED ON SEED REGIONS AND REGION GROWINGSeptember 2022September 2023Allow1210YesNo
17932360METHOD FOR VIDEO RECOGNITION AND RELATED PRODUCTSSeptember 2022January 2025Allow2800NoNo
17820354METHOD AND APPARATUS FOR EXTRACTING A FINGERPRINT OF A VIDEO HAVING A PLURALITY OF FRAMESAugust 2022August 2024Allow2400NoNo
17862553MACHINE LEARNING MODELS FOR AUTOMATED DIAGNOSIS OF DISEASE DATABASE ENTITIESJuly 2022March 2025Allow3201NoNo
17846632MODEL-BASED DATA TRANSFORMATIONJune 2022July 2025Allow3610NoNo
17844577METHOD AND PROGRAM FOR MODELING PERSONALIZED BREAST IMPLANTJune 2022January 2025Allow3110NoNo
17739902DETERMINING AN OBJECT'S 3D ORIENTATION FROM A SINGLE CAMERA'S IMAGEMay 2022May 2025Allow3610YesNo
17728726TYPING BIOLOGICAL CELLSApril 2022May 2024Allow2400YesNo
17658972TOPOGRAPHIC ENVIRONMENT DETECTION METHOD AND SYSTEM BASED ON BINOCULAR STEREO CAMERA, AND INTELLIGENT TERMINALApril 2022October 2024Allow3010YesNo
17711951TRAINING A NEURAL NETWORK USING OUTPUTS OF A CORRUPTION NEURAL NETWORKApril 2022October 2024Allow3110NoNo
17763103BONE AGE ESTIMATION METHOD AND APPARATUSMarch 2022July 2024Allow2810NoNo
17702139MACHINE-BASED OBJECT RECOGNITION OF VIDEO CONTENTMarch 2022December 2023Allow2120YesNo
17702451VEHICLE TRAVELING CONTROL APPARATUSMarch 2022September 2024Allow3010NoNo
17642568DETERMINING TYPE OF TO-BE-CLASSIFIED IMAGE BASED ON SIGNAL WAVEFORM GRAPHMarch 2022March 2025Allow3610NoNo
17652568LEARNING DATA GENERATION DEVICE, LEARNING DATA GENERATION METHOD, AND LEARNING DATA GENERATION PROGRAMFebruary 2022February 2024Allow2410YesNo
17637424IDENTITY AUTHENTICATION AND PROCESSINGFebruary 2022February 2025Allow3610NoNo
17672118INSTANCE SEGMENTATION USING SENSOR DATA HAVING DIFFERENT DIMENSIONALITIESFebruary 2022October 2024Allow3210YesNo
17650873Signal Sending and Receiving Method, Apparatus, and SystemFebruary 2022July 2023Allow1710YesNo
17597876System and Method for Interpretation of Multiple Medical Images Using Deep LearningJanuary 2022April 2025Allow3821NoNo
17630250IMAGE CLASSIFICATION IN A SEQUENCE OF FRAMESJanuary 2022December 2024Allow3510NoNo
17582565MEDICAL INFORMATION PROCESSING DEVICE AND SYSTEM FOR PRIORITIZING ANALYSIS RESULT INFORMATION FOR A PATIENTJanuary 2022July 2024Allow3010NoNo
17575904CLOSED LOOP MODULE CONTROL FOR COMMUNICATION BASED ON SIGNAL QUALITYJanuary 2022February 2024Allow2510YesNo
17565252UNSUPERVISED IMAGE-TO-IMAGE TRANSLATION METHOD BASED ON STYLE-CONTENT SEPARATIONDecember 2021April 2024Allow2810NoNo
17644308SYSTEMS AND METHODS FOR TRAINING MACHINE MODELS WITH AUGMENTED DATADecember 2021September 2023Allow2100YesNo
17618163System and Method for Labeling Ultrasound DataDecember 2021June 2024Allow3010YesNo
17643490METHOD AND SYSTEM FOR GENERATING SYNTHETIC DOCUMENTS FOR LAYOUT RECOGNITION AND INFORMATION RETRIEVALDecember 2021August 2023Allow2010NoNo
17540629SEGMENTATION METHOD FOR PNEUMONIA SIGN, MEDIUM, AND ELECTRONIC DEVICEDecember 2021October 2024Abandon3410NoNo
17539330IMAGE RECOGNITION TRAINING DATA QUALITY ENHANCEMENTDecember 2021August 2024Allow3310YesNo
17615102COMPUTER BASED METHOD FOR CLASSIFYING A MASS OF AN ORGAN AS A CYSTNovember 2021June 2024Allow3110YesNo
17615046SYSTEMS AND METHODS FOR COMBINING FUNDUS IMAGES OF AN EYENovember 2021September 2024Allow3410YesNo
17532880DEEP LEARNING-BASED IMAGE STITCHING METHOD AND APPARATUSNovember 2021November 2023Allow2410NoNo
17520025WEAKLY SUPERVISED SEMANTIC SEGMENTATION DEVICE AND METHOD BASED ON PSEUDO-MASKSNovember 2021September 2023Allow2210NoNo
17513847SYSTEM AND METHOD FOR EARLY DETECTION AND MANAGEMENT OF WILDFIRESOctober 2021June 2024Allow3201YesNo
17511456Extracting Defined Objects From Images of DocumentsOctober 2021November 2024Allow3720YesNo
17506266Receiver Optical Sub-Assembly, Combo Bi-Directional Optical Sub-Assembly, Combo Optical Module, OLT, and PON SystemOctober 2021April 2023Allow1810YesNo
17506637METHOD AND APPARATUS FOR COMPENSATING IMAGE SEGMENTATION LINESOctober 2021February 2024Allow2800NoNo
17500241METHOD AND SYSTEM FOR AUTOMATIC COOK PROGRAM DETERMINATIONOctober 2021August 2023Allow2210YesNo
17603051METHOD AND SYSTEM FOR DEMULTIPLEXING AND DEMODULATING SIGNALS MULTIPLEXED IN THE VARIABLE ORBITAL ANGULAR MOMENTUMOctober 2021March 2024Allow2910YesNo
17491623SYSTEMS AND METHODS FOR ACNE COUNTING, LOCALIZATION AND VISUALIZATIONOctober 2021April 2025Allow4321YesNo
17491260DATA ACQUISITION IN CHARGED PARTICLE MICROSCOPYSeptember 2021October 2024Allow3601NoNo
17600405IDENTIFYING BOUNDARIES OF LESIONS WITHIN IMAGE DATASeptember 2021April 2024Allow3120YesNo
17478776ENERGY-BASED GENERATIVE MODELS VIA COARSE-TO-FINE EXPANDING AND SAMPLINGSeptember 2021March 2024Allow3010NoNo
17440202INDUSTRIALIZED SYSTEM FOR RICE GRAIN RECOGNITION AND METHOD THEREOFSeptember 2021May 2023Allow2010YesNo
17472962SYSTEM AND METHOD FOR FACIAL RECOGNITION ACCURACYSeptember 2021February 2024Allow2910NoNo
17447273IMAGE PROCESSING DEVICE, METHOD, AND STORAGE MEDIUMSeptember 2021August 2023Allow2400YesNo
17465826METHOD FOR GENERATING A DIGITAL DATA SET REPRESENTING A TARGET TOOTH ARRANGEMENTSeptember 2021October 2023Allow2500NoNo
17404773AUTOMATIC GENERATION OF EVENTS USING A MACHINE-LEARNING MODELAugust 2021March 2024Allow3110NoNo
17403840Subcarrier Based Data Center Network ArchitectureAugust 2021June 2023Allow2211NoNo
17396633METHOD AND APPARATUS FOR DETERMINING A FRONTAL BODY ORIENTATIONAugust 2021October 2023Allow2610YesNo
17393007METHODS AND DEVICES FOR GAMMA CORRECTIONAugust 2021April 2024Allow3210YesNo
17391644MEDICAL IMAGE PROCESSING APPARATUS, PROCESSOR DEVICE, ENDOSCOPE SYSTEM, MEDICAL IMAGE PROCESSING METHOD, AND PROGRAMAugust 2021September 2023Allow2600YesNo
17427653METHOD FOR AUTOMATICALLY SEGMENTING TEETHAugust 2021May 2024Allow3310YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KRETZER, CASEY L.

Strategic Value of Filing an Appeal

Total Appeal Filings
1
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
1
(100.0%)
Filing Benefit Percentile
3.7%
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, 0.0% 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

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner KRETZER, CASEY L - Prosecution Strategy Guide

Executive Summary

Examiner KRETZER, CASEY L works in Art Unit 2635 and has examined 181 patent applications in our dataset. With an allowance rate of 97.2%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 25 months.

Allowance Patterns

Examiner KRETZER, CASEY L's allowance rate of 97.2% places them in the 91% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by KRETZER, CASEY L receive 1.12 office actions before reaching final disposition. This places the examiner in the 17% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by KRETZER, CASEY L is 25 months. This places the examiner in the 66% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +1.3% benefit to allowance rate for applications examined by KRETZER, CASEY L. This interview benefit is in the 16% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 33.3% of applications are subsequently allowed. This success rate is in the 65% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 82.1% of cases where such amendments are filed. This entry rate is in the 96% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 89% percentile among all examiners. Of these withdrawals, 100.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 63.2% are granted (fully or in part). This grant rate is in the 80% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 1.7% of allowed cases (in the 75% 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 2.3% of allowed cases (in the 67% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

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.