USPTO Examiner RACHEDINE MOHAMMED - Art Unit 2646

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18824578OBTAINING HIGH-RESOLUTION OCULOMETRIC PARAMETERSSeptember 2024January 2025Allow510NoNo
18601650Multi-Angle Object RecognitionMarch 2024March 2025Allow1210YesNo
18518038SYSTEMS AND METHODS FOR MEASURING BEEHIVE STRENGTHNovember 2023February 2025Abandon1410NoNo
18512920INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAMNovember 2023December 2024Allow1310NoNo
18463277Long-Term and Continuous Animal Behavioral MonitoringSeptember 2023April 2024Allow710NoNo
18242994SYSTEM AND METHOD FOR OVER-THE-AIR ANTENNA CALIBRATIONSeptember 2023November 2024Allow1410NoNo
18461854Satellite Constellation Having Multiple Orbital InclinationsSeptember 2023September 2024Allow1210NoNo
18233824VARIABLE-Q ANTENNA COIL CIRCUIT FOR RFID APPLICATIONSAugust 2023November 2024Allow1520NoNo
18227851INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND STORAGE MEDIUMJuly 2023July 2024Allow1210NoNo
18358794METHOD AND SYSTEM FOR ANALYZING LIVE BROADCAST VIDEO CONTENT WITH A MACHINE LEARNING MODEL IMPLEMENTING DEEP NEURAL NETWORKS TO QUANTIFY SCREEN TIME OF DISPLAYED BRANDS TO THE VIEWERJuly 2023July 2024Allow1210NoNo
18223462INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND STORAGE MEDIUMJuly 2023March 2024Allow800NoNo
18222215INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMJuly 2023June 2024Allow1110NoNo
18222242INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMJuly 2023June 2024Allow1110NoNo
18222345INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMJuly 2023July 2024Allow1210NoNo
18222333INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMJuly 2023September 2024Allow1410NoNo
18340255REGRESSION-BASED LINE DETECTION FOR AUTONOMOUS DRIVING MACHINESJune 2023December 2024Allow1720YesNo
18340013METHODS AND APPARATUS TO DETECT DEEPFAKE CONTENTJune 2023February 2024Allow800YesNo
18326981LIGHT EMITTING DEVICEMay 2023December 2023Allow600NoNo
18037511DOPPLER SHIFT COMPENSATION APPARATUS AND DOPPLER SHIFT COMPENSATION METHODMay 2023June 2025Allow2500NoNo
18319008SYSTEMS AND METHODS FOR PRE-PROCESSING STRING DATA FOR NETWORK TRANSMISSIONMay 2023May 2024Allow1111NoNo
18143627COMMUNICATION APPARATUS, CONTROL METHOD OF COMMUNICATION APPARATUS, COMPUTER PROGRAM, AND STORAGE MEDIUMMay 2023March 2024Allow1110NoNo
18247476SYSTEM AND DESIGN METHOD OF A 5G NR COMBINED CENTRALIZED AND DISTRIBUTED UNITMarch 2023June 2025Allow2700YesNo
18182737Multi-Angle Object RecognitionMarch 2023December 2023Allow910YesNo
18181656CONFIGURING SIDELINK COMMUNICATIONSMarch 2023October 2023Allow810NoNo
18094900PRESET FREE IMAGING FOR ULTRASOUND DEVICEJanuary 2023July 2023Allow610NoNo
18151012REGRESSION-BASED LINE DETECTION FOR AUTONOMOUS DRIVING MACHINESJanuary 2023June 2023Allow510NoNo
18093719MOBILE COMMUNICATION TERMINAL AND CONTROL METHOD THEREFORJanuary 2023August 2024Allow1920YesNo
18149999BROADBAND FEED NETWORK DEVICE FOR REALIZING LOW AXIAL RATIO CHARACTERISTICS AND A PLANAR ARRAY ANTENNA USING THE SAMEJanuary 2023July 2025Allow3010NoNo
18065988SYSTEMS AND METHODS FOR RFID TAG LOCATING USING CONSTRUCTIVE INTERFERENCEDecember 2022November 2023Allow1110NoNo
17989536N-BEST SOFTMAX SMOOTHING FOR MINIMUM BAYES RISK TRAINING OF ATTENTION BASED SEQUENCE-TO-SEQUENCE MODELSNovember 2022August 2023Allow910YesNo
17983585INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM FOR CLASSIFYING OBJECT OF INTERESTNovember 2022September 2023Allow1010YesNo
17951643PASSBAND FILTER COMBINING RESONATORS OF A FIRST TYPE AND RESONATORS OF A SECOND TYPESeptember 2022May 2025Allow3210NoNo
17946978SYSTEM AND METHOD FOR OVER-THE-AIR ANTENNA CALIBRATIONSeptember 2022June 2023Allow910NoNo
17942652METHOD AND ELECTRONIC DEVICE FOR SHARING CONTENTSeptember 2022February 2025Allow2910YesNo
17939143SYSTEM AND METHOD FOR DETERMINING DEVICE STATUS USING LORAWANSeptember 2022October 2024Allow2500YesNo
17822259METHOD, DEVICE, AND SYSTEM FOR PROCESSING MEDICAL IMAGEAugust 2022May 2025Allow3210NoNo
17876265HIGH RESOLUTION FAST FRAMING INFRARED DETECTION SYSTEMJuly 2022July 2023Allow1110YesNo
17795696METHODS AND SYSTEMS FOR RISK ASSESSMENT OF ISCHEMIC CEREBROVASCULAR EVENTSJuly 2022March 2025Abandon3210NoNo
17814835CONSOLE FOR RADIOGRAPHY SYSTEM, METHOD FOR OPERATING CONSOLE FOR RADIOGRAPHY SYSTEM, AND OPERATION PROGRAM FOR CONSOLE FOR RADIOGRAPHY SYSTEMJuly 2022November 2024Allow2810NoNo
17813774DIFFERENTIAL INPUT RECEIVER CIRCUIT TESTING WITH A LOOPBACK CIRCUITJuly 2022October 2024Allow2700NoNo
17793638METHOD FOR ANALYZING HUMAN TISSUE ON BASIS OF MEDICAL IMAGE AND DEVICE THEREOFJuly 2022March 2025Allow3210NoNo
17865367ELECTRONIC DEVICEJuly 2022December 2024Allow2910NoNo
17864188TUNABLE MATCHING NETWORKJuly 2022November 2024Allow2810YesNo
17811923TRANSMISSION/RECEPTION MODULEJuly 2022July 2024Allow2500NoNo
17810159METHODS AND APPARATUS FOR AUTOMATICALLY DETERMINING RADIOABLATION TREATMENT RISKJune 2022January 2025Allow3110NoNo
17839104Multi-Angle Object RecognitionJune 2022November 2022Allow500NoNo
17806165LEARNING APPARATUS, LEARNING SYSTEM, LEARNING METHOD OF MACHINE LEARNING MODEL, AND STORAGE MEDIUMJune 2022April 2025Allow3410YesNo
17751013MULTI-FOLDABLE ELECTRONIC DEVICEMay 2022December 2024Allow3010NoNo
17750183ARTIFICIAL INTELLIGENCE-BASED IMAGE PROCESSING METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUMMay 2022September 2024Allow2810NoNo
17774433METHOD OF, AND COMPUTERIZED SYSTEM FOR LABELING AN IMAGE OF CELLS OF A PATIENTMay 2022December 2024Allow3110NoNo
17755473APPARATUS AND METHODS OF IDENTIFYING TUBE ASSEMBLY TYPEApril 2022May 2025Allow3720NoNo
17730169SWITCHING BETWEEN WATCHES OR OTHER ACCESSORIESApril 2022February 2024Allow2220NoYes
17728984OBJECT DETECTION DEVICE, OBJECT DETECTION METHOD, AND PROGRAMApril 2022August 2024Allow2810NoNo
17722383MACHINE LEARNING SYSTEM AND METHOD, INTEGRATION SERVER, INFORMATION PROCESSING APPARATUS, PROGRAM, AND INFERENCE MODEL CREATION METHODApril 2022October 2024Allow3010NoNo
17722095OBTAINING HIGH-RESOLUTION OCULOMETRIC PARAMETERSApril 2022June 2024Allow2600YesNo
17720549METHOD FOR MANAGING ANNOTATION JOB, APPARATUS AND SYSTEM SUPPORTING THE SAMEApril 2022September 2024Allow2900NoNo
17716929SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING ADVANCEMENTS TOWARDS ANNOTATION EFFICIENT DEEP LEARNING IN COMPUTER-AIDED DIAGNOSISApril 2022March 2025Allow3500NoNo
17715832LONG-TERM AND CONTINUOUS ANIMAL BEHAVIORAL MONITORINGApril 2022June 2023Allow1410NoNo
17657094WIRELESS NETWORK WITH AWARENESS OF HUMAN PRESENCEMarch 2022January 2024Allow2230NoNo
17695627ASSESSING DISEASE RISKS FROM USER CAPTURED IMAGESMarch 2022November 2024Allow3210YesNo
17689915SYSTEMS AND METHODS FOR MEASURING BEEHIVE STRENGTHMarch 2022August 2023Allow1720NoNo
17640762METHOD AND SYSTEM FOR IMAGE NORMALISATIONMarch 2022December 2024Allow3310NoNo
17683608INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND STORAGE MEDIUMMarch 2022May 2024Abandon2620NoNo
17683620INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND STORAGE MEDIUMMarch 2022July 2023Allow1610NoNo
17683592INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND STORAGE MEDIUMMarch 2022September 2024Allow3011NoNo
17682353OBJECT DETECTION MODEL TRAINING METHOD AND APPARATUS, OBJECT DETECTION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUMFebruary 2022June 2025Allow3910YesNo
17671862INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMFebruary 2022December 2023Allow2210NoNo
17671885INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMFebruary 2022July 2023Allow1700NoNo
17650695NETWORK MANAGEMENT OF AERIAL DEVICESFebruary 2022February 2023Allow1210YesNo
17668525INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMFebruary 2022September 2023Allow1910NoNo
17583678MEDICAL IMAGE PROCESSING DEVICE, STORAGE MEDIUM, MEDICAL DEVICE, AND TREATMENT SYSTEMJanuary 2022August 2024Allow3110NoNo
17574856SYSTEM AND METHOD FOR ATTENTION-BASED SURFACE CRACK SEGMENTATIONJanuary 2022May 2024Allow2800NoNo
17555760DETECTION OF EMERGENCY VEHICLESDecember 2021February 2023Allow1310YesNo
17553135INTELLIGENT PAUSING OF RECORDING BY A PROPERTY MONITORING SYSTEMDecember 2021June 2025Allow4211NoNo
17538361PROVIDING REDUCED TRAINING DATA FOR TRAINING A MACHINE LEARNING MODELNovember 2021September 2023Allow2210NoNo
17529780METHOD FOR CONTROLLING VEHICLE AND ELECTRONIC DEVICENovember 2021August 2024Abandon3310NoNo
17528177LIGHT EMITTING DEVICENovember 2021February 2023Allow1510NoNo
17525294SYSTEM AND METHOD FOR IMPROVING HARDWARE USAGE IN CONTROL SERVER USING ARTIFICIAL INTELLIGENCE IMAGE PROCESSINGNovember 2021October 2024Abandon3610NoNo
17522346MIXER HAVING PHASE SHIFT FUNCTION AND COMMUNICATIONS DEVICE INCLUDING THE SAMENovember 2021May 2023Allow1810NoNo
17519076CONFIGURING SIDELINK COMMUNICATIONSNovember 2021February 2023Allow1510NoNo
17608102USER TERMINAL AND RADIO COMMUNICATION METHODNovember 2021February 2024Abandon2710NoNo
17510932Satellite Terminal System With Wireless LinkOctober 2021August 2023Allow2110NoNo
17500583ARTIFACT REMOVAL FROM MULTIMODALITY OCT IMAGESOctober 2021June 2024Allow3200NoNo
17500366SELF-SUPERVISED REPRESENTATION LEARNING PARADIGM FOR MEDICAL IMAGESOctober 2021October 2024Allow3600NoNo
17493913SURGICAL METHODS USING FIDUCIAL IDENTIFICATION AND TRACKINGOctober 2021April 2024Allow3120YesNo
17441955METHOD OF AUTOMATICALLY RECOGNIZING WOUND BOUNDARY BASED ON ARTIFICIAL INTELLIGENCE AND METHOD OF GENERATING THREE-DIMENSIONAL WOUND MODELSeptember 2021December 2023Allow2700NoNo
17477839METHOD AND SYSTEM FOR DETERMINING A SIGNIFICANCE SCORE ASSOCIATED WITH A MEDICAL IMAGING DATASET OF A PATIENTSeptember 2021September 2024Allow3610NoNo
17439743INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAMSeptember 2021September 2023Allow2410NoNo
17472191AUTOMATIC DEPRESSION DETECTION METHOD BASED ON AUDIO-VIDEOSeptember 2021February 2024Allow3000NoNo
17447094SYSTEMS AND METHODS FOR SCAN PLANE PREDICTION IN ULTRASOUND IMAGESSeptember 2021October 2023Allow2601NoNo
17469850MEDICAL IMAGE PROCESSING METHOD AND APPARATUS, AND MEDICAL IMAGE RECOGNITION METHOD AND APPARATUSSeptember 2021October 2024Allow3710YesNo
17463500DYNAMIC GESTURE RECOGNITION METHOD, DEVICE AND COMPUTER-READABLE STORAGE MEDIUMAugust 2021March 2023Allow1810NoNo
17459774Electronic Devices with Sliding Device Housings and Translating Flexible Displays and Corresponding MethodsAugust 2021October 2023Allow2610NoNo
17411243IMAGE DATA CLASSIFICATION METHOD, COMPUTER DEVICE, AND READABLE STORAGE MEDIUMAugust 2021September 2024Allow3601NoNo
17432925METHODS AND SYSTEMS FOR CONTINUOUS MEASUREMENT OF ANOMALIES FOR DYSMORPHOLOGY ANALYSISAugust 2021October 2023Allow2600NoNo
17403096RADAR FRONT-END WITH RF OSCILLATOR MONITORINGAugust 2021March 2023Allow1911YesNo
17430790IN VIVO MAGNETIC RESONANCE IMAGE DISTORTION CHECK APPARATUS AND METHODAugust 2021July 2024Allow3520NoNo
17429076DIAGNOSTIC IMAGING FOR DIABETIC RETINOPATHYAugust 2021May 2024Abandon3310NoNo
17393732COMMUNICATION APPARATUS, CONTROL METHOD OF COMMUNICATION APPARATUS, COMPUTER PROGRAM, AND STORAGE MEDIUMAugust 2021February 2023Allow1810NoNo
17386648IMAGING CONTROL DEVICE, IMAGE MANAGEMENT DEVICE, IMAGE MANAGEMENT SYSTEM, AND STORAGE MEDIUMJuly 2021April 2024Allow3210NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RACHEDINE, MOHAMMED.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
1
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
8.2%
Lower than average

What This Means

With a 0.0% 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
6
Allowed After Appeal Filing
1
(16.7%)
Not Allowed After Appeal Filing
5
(83.3%)
Filing Benefit Percentile
17.3%
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, 16.7% 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.

Examiner RACHEDINE, MOHAMMED - Prosecution Strategy Guide

Executive Summary

Examiner RACHEDINE, MOHAMMED works in Art Unit 2646 and has examined 383 patent applications in our dataset. With an allowance rate of 93.5%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 24 months.

Allowance Patterns

Examiner RACHEDINE, MOHAMMED's allowance rate of 93.5% places them in the 81% 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 RACHEDINE, MOHAMMED receive 1.16 office actions before reaching final disposition. This places the examiner in the 18% 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 RACHEDINE, MOHAMMED is 24 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +6.9% benefit to allowance rate for applications examined by RACHEDINE, MOHAMMED. This interview benefit is in the 36% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 38.5% of applications are subsequently allowed. This success rate is in the 86% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 61.7% of cases where such amendments are filed. This entry rate is in the 84% 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.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 200.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 94% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 85.7% of appeals filed. This is in the 76% percentile among all examiners. Of these withdrawals, 83.3% 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 0.0% of allowed cases (in the 19% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.6% of allowed cases (in the 50% 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.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • 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.