Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19236536 | PROCESS FOR VALIDATING USER ASSESSMENT OF EQUIPMENT | June 2025 | December 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19037114 | SYSTEMS AND METHODS FOR IMAGE SEGMENTATION USING MULTIPLE STAIN INDICATORS | January 2025 | April 2025 | Allow | 3 | 0 | 0 | No | No |
| 18996568 | METHOD FOR DETECTING A SURFACE DEFECT OF A COPPER-CLAD LAMINATE BASED ON MULTI-SCALE GRIDDING | January 2025 | June 2025 | Allow | 5 | 0 | 0 | No | No |
| 18955602 | SYSTEMS AND METHODS FOR AUTOMATICALLY EXTRACTING OBJECTS FROM IMAGES | November 2024 | July 2025 | Allow | 8 | 2 | 0 | No | No |
| 18943964 | ANOMALY DETECTION DEVICE AND METHOD USING NEURAL NETWORK, AND DEVICE AND METHOD FOR TRAINING NEURAL NETWORK | November 2024 | September 2025 | Allow | 10 | 1 | 0 | No | No |
| 18818601 | Enhanced AI Image Segmentation | August 2024 | December 2024 | Allow | 3 | 1 | 0 | Yes | No |
| 18805509 | METHOD FOR PROCESSING REMOTE SENSING IMAGES BY FUSING ELEVATION INFORMATION | August 2024 | October 2024 | Allow | 2 | 0 | 0 | No | No |
| 18757415 | ITEM IDENTIFICATION USING DIGITAL IMAGE PROCESSING | June 2024 | February 2025 | Allow | 8 | 0 | 0 | No | No |
| 18749457 | METHODS AND SYSTEMS FOR IMPROVING WOUND HEALING | June 2024 | September 2024 | Allow | 3 | 1 | 0 | Yes | No |
| 18735135 | MOLAR TRIMMING PREDICTION AND VALIDATION USING MACHINE LEARNING | June 2024 | May 2025 | Allow | 12 | 0 | 0 | No | No |
| 18645429 | ELECTRONIC DEVICE CAPABLE OF IDENTIFYING INELIGIBLE OBJECT | April 2024 | April 2025 | Allow | 11 | 1 | 0 | No | No |
| 18644638 | METHOD OF INSPECTING DEFECTS | April 2024 | March 2026 | Allow | 22 | 0 | 0 | No | No |
| 18644261 | OPTICAL AND OTHER SENSORY PROCESSING OF COMPLEX OBJECTS | April 2024 | August 2024 | Allow | 4 | 1 | 0 | No | No |
| 18643544 | SYSTEMS AND METHODS FOR SIMULTANEOUS IMAGING OF MULTIPLE POSITRON EMISSION TOMOGRAPHY (PET) TRACERS | April 2024 | July 2024 | Allow | 3 | 1 | 0 | No | No |
| 18631778 | Nonverbal Information Generation Apparatus, Nonverbal Information Generation Model Learning Apparatus, Methods, And Programs | April 2024 | February 2025 | Allow | 11 | 0 | 0 | No | No |
| 18626449 | Method for Converting Landscape Video to Portrait Mobile Layout Using a Selection Interface | April 2024 | October 2025 | Allow | 19 | 1 | 0 | No | No |
| 18616836 | METHODS, SYSTEMS AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMS FOR DETECTING AN OBJECT OF A FIRST OBJECT TYPE IN A VIDEO SEQUENCE | March 2024 | July 2025 | Allow | 16 | 0 | 0 | No | No |
| 18617099 | GENERATING DESCRIPTIVE TAGS FOR IMAGES OF UTILITY ASSETS | March 2024 | March 2026 | Allow | 24 | 0 | 0 | No | No |
| 18596850 | HANDWRITING KEYBOARD FOR SCREENS | March 2024 | May 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18588154 | COMPUTER-BASED SYSTEMS, COMPUTING COMPONENTS AND COMPUTING OBJECTS CONFIGURED TO IMPLEMENT DYNAMIC OUTLIER BIAS REDUCTION IN MACHINE LEARNING MODELS | February 2024 | September 2024 | Allow | 7 | 0 | 0 | No | No |
| 18586640 | DENOISING FILTER | February 2024 | June 2025 | Allow | 16 | 0 | 0 | No | No |
| 18438703 | DISTANCE MEASUREMENT DEVICE, MOVABLE APPARATUS, AND CONTROL METHOD | February 2024 | February 2026 | Allow | 24 | 0 | 0 | No | No |
| 18427442 | IMAGE PROCESSING DEVICE FOR IMPROVING DETAILS OF AN IMAGE, AND OPERATION METHOD OF THE SAME | January 2024 | July 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18426228 | WRITING SURFACE BOUNDARY MARKERS FOR COMPUTER VISION | January 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18423726 | METHODS AND APPARATUS FOR MOTION DETECTION | January 2024 | August 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18397743 | VIDEO CO-SHOOTING METHOD, APPARATUS, ELECTRONIC DEVICE AND COMPUTER-READABLE MEDIUM | December 2023 | July 2025 | Allow | 19 | 2 | 0 | No | No |
| 18387427 | SYSTEMS AND METHODS TO CHECK-IN SHOPPERS IN A CASHIER-LESS STORE | November 2023 | December 2024 | Allow | 13 | 1 | 0 | No | No |
| 18494653 | ITEM IDENTIFICATION USING DIGITAL IMAGE PROCESSING | October 2023 | June 2024 | Allow | 7 | 0 | 0 | No | No |
| 18476497 | SYSTEM AND METHOD FOR ITEM IDENTIFICATION USING CONTAINER-BASED CLASSIFICATION | September 2023 | December 2025 | Allow | 27 | 0 | 0 | No | No |
| 18476432 | SYSTEM AND METHOD FOR CONFIRMING THE IDENTITY OF AN ITEM BASED ON ITEM HEIGHT | September 2023 | September 2025 | Allow | 24 | 0 | 0 | No | No |
| 18476429 | System and method for selecting an item from a plurality of identified items based on a similarity value | September 2023 | September 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18476436 | System and method for identifying unmoved items on a platform during item identification | September 2023 | October 2025 | Allow | 24 | 0 | 0 | No | No |
| 18476425 | System and method for detecting a trigger event for identification of an item | September 2023 | September 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18476511 | System and method for search space reduction for identifying an item | September 2023 | November 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18476445 | System and method for identifying moved items on a platform during item identification | September 2023 | November 2025 | Allow | 26 | 0 | 0 | No | No |
| 18476479 | System and method for selecting an item from a plurality of identified items by filtering out back images of the items | September 2023 | November 2025 | Allow | 26 | 0 | 0 | No | No |
| 18476512 | SYSTEM AND METHOD FOR IDENTIFYING AN ITEM BASED ON INTERACTION HISTORY OF A USER | September 2023 | November 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18476541 | SYSTEM AND METHOD FOR SPACE SEARCH REDUCTION IN IDENTIFYING ITEMS FROM IMAGES VIA ITEM HEIGHT | September 2023 | January 2026 | Allow | 27 | 0 | 0 | No | No |
| 18476468 | SYSTEM AND METHOD FOR CAMERA RE-CALIBRATION BASED ON AN UPDATED HOMOGRAPHY | September 2023 | December 2025 | Allow | 26 | 0 | 0 | No | No |
| 18476555 | SYSTEM AND METHOD FOR IDENTIFYING AN ITEM BASED ON AN AMOUNT OF IMAGE INFORMATION IN AN IMAGE OF THE ITEM | September 2023 | February 2026 | Allow | 28 | 0 | 0 | No | No |
| 18471318 | MACHINE LEARNING METHOD | September 2023 | January 2026 | Allow | 28 | 0 | 0 | No | No |
| 18471962 | TARGET REGION ANALYSIS SYSTEM AND METHOD FOR BIOLOGICAL DETECTION | September 2023 | October 2024 | Abandon | 12 | 3 | 0 | No | No |
| 18369768 | DIFFERENTIATING A DETECTED OBJECT FROM A BACKGROUND USING A GAUSSIAN BRIGHTNESS FALLOFF PATTERN | September 2023 | May 2024 | Allow | 8 | 0 | 0 | No | No |
| 18460014 | SYSTEMS AND METHODS FOR AUTOMATED OBJECT RECOGNITION | September 2023 | December 2024 | Allow | 16 | 1 | 0 | No | No |
| 18239939 | INTERACTION POINTS OF AN OBJECT | August 2023 | November 2024 | Allow | 15 | 1 | 0 | No | No |
| 18238697 | METHODS FOR EVALUATING A HUMAN FOR HEALTH CONDITIONS ASSOCIATED WITH A PRESENCE OR ABSENCE OF SWELLING ON ONE OR MORE BODY PARTS OR BODY AREAS. | August 2023 | April 2024 | Allow | 8 | 0 | 0 | No | No |
| 18449352 | REDUCING TEXTURE LOOKUPS IN EXTENDED-REALITY APPLICATIONS | August 2023 | August 2025 | Allow | 25 | 0 | 0 | No | No |
| 18230875 | COMPUTER-IMPLEMENTED METHOD FOR VISUALIZING A LAG TIME IN A TRANSFERRED IMAGE AND DEVICE FOR OUTPUTTING AN IMAGE | August 2023 | March 2024 | Allow | 7 | 0 | 0 | No | No |
| 18366155 | SYSTEM AND METHOD FOR IDENTIFYING A SECOND ITEM BASED ON AN ASSOCIATION WITH A FIRST ITEM | August 2023 | October 2025 | Allow | 26 | 0 | 0 | No | No |
| 18228645 | SEMANTICS PRESERVATION FOR MACHINE LEARNING MODELS DEPLOYED AS DEPENDENT ON OTHER MACHINE LEARNING MODELS | July 2023 | February 2024 | Allow | 7 | 0 | 0 | No | No |
| 18263009 | Systems and Methods for Paint Defect Detection Using Machine Learning | July 2023 | September 2025 | Allow | 25 | 1 | 0 | No | No |
| 18352246 | POINTEFF METHOD FOR URBAN OBJECT CLASSIFICATION WITH LIDAR POINT CLOUD DATA | July 2023 | August 2024 | Allow | 14 | 0 | 0 | No | No |
| 18351190 | AUTOMATED IMAGE SEGMENTATION SYSTEM AND METHOD | July 2023 | December 2025 | Allow | 29 | 1 | 0 | No | No |
| 18220284 | IMAGE ANALYSIS METHOD WITHOUT COMPUTATION OF AN INSTALLATION ANGLE AND RELATED CAMERA APPARATUS | July 2023 | November 2025 | Allow | 28 | 0 | 0 | No | No |
| 18346458 | PAVEMENT NONDESTRUCTIVE DETECTION AND IDENTIFICATION METHOD BASED ON SMALL SAMPLES | July 2023 | October 2023 | Allow | 4 | 0 | 0 | No | No |
| 18346391 | SYSTEMS AND METHODS FOR PROCESSING IMAGES TO DETERMINE IMAGE-BASED COMPUTATIONAL BIOMARKERS FROM LIQUID SPECIMENS | July 2023 | October 2024 | Allow | 15 | 2 | 0 | No | No |
| 18270685 | COMPUTER VISION MODELS USING GLOBAL AND LOCAL INFORMATION | June 2023 | February 2026 | Allow | 32 | 1 | 0 | No | No |
| 18344866 | PROCESSING APPARATUS, METHOD, AND MEDIUM FOR HIGH-FREQUENCY SPECIFIC SUBJECT PROCESSING IN IMAGE DATA | June 2023 | October 2025 | Allow | 28 | 0 | 0 | No | No |
| 18216059 | IMAGE SEGMENTATION FOR AUTOMATIC DIRECT MEASUREMENT AND SCANNING | June 2023 | January 2026 | Allow | 30 | 1 | 0 | No | No |
| 18215551 | EFFICIENT OBJECT SEGMENTATION | June 2023 | October 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18209351 | MAGNETIC FIELD VECTOR MAP FOR ORIENTATION DETERMINATION | June 2023 | April 2025 | Allow | 23 | 1 | 0 | No | No |
| 18327608 | TRAINING A POSE ESTIMATION MODEL TO DETERMINE ANATOMY KEYPOINTS IN IMAGES | June 2023 | February 2026 | Allow | 32 | 1 | 0 | Yes | No |
| 18325015 | IMAGE PROCESSING APPARATUS, METHOD, AND PROGRAM FOR SMOOTHING BOUNDARY OF SEGMENTED REGION | May 2023 | February 2026 | Allow | 33 | 1 | 0 | Yes | No |
| 18320714 | MODIFYING DIGITAL IMAGES VIA DEPTH-AWARE OBJECT MOVE | May 2023 | January 2026 | Allow | 32 | 1 | 0 | Yes | No |
| 18317058 | SYSTEMS, METHODS, DEVICES AND APPARATUSES FOR DETECTING FACIAL EXPRESSION | May 2023 | May 2024 | Abandon | 13 | 1 | 0 | No | No |
| 18316617 | UTILIZING IMPLICIT NEURAL REPRESENTATIONS TO PARSE VISUAL COMPONENTS OF SUBJECTS DEPICTED WITHIN VISUAL CONTENT | May 2023 | July 2025 | Allow | 26 | 0 | 0 | No | No |
| 18316823 | CONVOLUTION AND TRANSFORMER-BASED IMAGE SEGMENTATION | May 2023 | July 2025 | Allow | 27 | 0 | 0 | No | No |
| 18141754 | HANDWRITING KEYBOARD FOR SCREENS | May 2023 | December 2023 | Allow | 7 | 0 | 0 | No | No |
| 18251228 | IMAGE SEGMENTATION METHOD FOR A TARGET OBJECT, DEVICE, AND STORAGE MEDIUM | April 2023 | January 2026 | Allow | 33 | 1 | 0 | No | No |
| 18305841 | SYSTEM AND METHODS FOR SEGMENTATION AND ASSEMBLY OF CARDIAC MRI IMAGES | April 2023 | December 2023 | Allow | 8 | 0 | 0 | No | No |
| 18304006 | MULTIMODAL GEOGRAPHIC ATROPHY LESION SEGMENTATION | April 2023 | January 2026 | Allow | 33 | 1 | 0 | No | No |
| 18300382 | MOLAR TRIMMING PREDICTION AND VALIDATION USING MACHINE LEARNING | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18299707 | ELECTRONIC DEVICE AND METHOD FOR SELECTING REGION OF INTEREST IN IMAGE | April 2023 | January 2026 | Allow | 33 | 1 | 0 | No | No |
| 18029378 | METHOD FOR ACQUIRING COLOR DENSITY CHARACTERISTIC CURVE IN PRINTING | March 2023 | May 2024 | Allow | 14 | 1 | 0 | No | No |
| 18189338 | METHOD AND APPARATUS FOR ESTIMATING DEPTH OF IMAGE | March 2023 | November 2025 | Allow | 32 | 1 | 0 | No | No |
| 18122690 | Adaptive Semi-Supervised Image Segmentation Method Based on Uncertainty Knowledge Domain and System thereof | March 2023 | December 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18182710 | Method for Converting Landscape Video to Portrait Mobile Layout Using a Selection Interface | March 2023 | June 2023 | Allow | 4 | 0 | 0 | No | No |
| 18118929 | System and Method for Validating Depth Data for a Dimensioning Operation | March 2023 | November 2025 | Allow | 32 | 1 | 0 | No | No |
| 18177501 | Systems and Methods for Generating Point-Accurate Three-Dimensional Models with Point-Accurate Color Information from a Non-Cosited Capture | March 2023 | July 2023 | Allow | 4 | 1 | 0 | No | No |
| 18107037 | SYSTEM AND METHOD FOR ITERATIVE CLASSIFICATION USING NEUROPHYSIOLOGICAL SIGNALS | February 2023 | January 2024 | Allow | 12 | 1 | 0 | No | No |
| 18105519 | ELECTRONIC DEVICE AND METHOD FOR IMAGE SEGMENTATION BASED ON DEEP LEARNING | February 2023 | October 2025 | Allow | 33 | 1 | 0 | No | No |
| 18162852 | COMPUTER-IMPLEMENTED METHOD FOR DETERMINING SCAR SEGMENTATION | February 2023 | August 2025 | Allow | 31 | 1 | 0 | No | No |
| 18159318 | SYSTEMS AND METHODS FOR OPEN VOCABULARY INSTANCE SEGMENTATION IN UNANNOTATED IMAGES | January 2023 | May 2025 | Allow | 28 | 0 | 0 | No | No |
| 18100419 | PERFORMING MULTIPLE SEGMENTATION TASKS | January 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18157053 | SYSTEMS AND METHODS FOR AUTOMATED OBJECT RECOGNITION | January 2023 | May 2023 | Allow | 4 | 0 | 0 | No | No |
| 18097450 | DETERMINATION OF RELATIVE POSITION OF AN OBJECT | January 2023 | June 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 18149504 | SEGMENTATION USING ZERO VALUE FEATURES IN MACHINE LEARNING | January 2023 | March 2025 | Allow | 27 | 0 | 0 | No | No |
| 18148038 | METHOD AND SYSTEM FOR MAP TARGET TRACKING | December 2022 | March 2023 | Allow | 2 | 0 | 0 | No | No |
| 18089503 | SYSTEMS AND METHODS TO CHECK-IN SHOPPERS IN A CASHIER-LESS STORE | December 2022 | June 2023 | Allow | 6 | 0 | 0 | No | No |
| 18011135 | INSTANCE SEGMENTATION METHOD AND SYSTEM FOR ENHANCED IMAGE, AND DEVICE AND MEDIUM | December 2022 | July 2023 | Allow | 7 | 1 | 0 | No | No |
| 18079274 | METHODS AND SYSTEMS FOR GENERATING ACCURATELY FITTING COMPRESSION GARMENTS HAVING GLOVE OR GLOVE-LIKE FEATURES FOR A PERSON IN NEED THEREOF | December 2022 | October 2023 | Abandon | 10 | 1 | 0 | No | No |
| 18063538 | VIDEO CO-SHOOTING METHOD, APPARATUS, ELECTRONIC DEVICE AND COMPUTER-READABLE MEDIUM | December 2022 | September 2023 | Allow | 9 | 1 | 0 | No | No |
| 18001031 | LABEL IDENTIFICATION METHOD AND APPARATUS, DEVICE, AND MEDIUM | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18000596 | BOREHOLE IMAGE INTERPRETATION AND ANALYSIS | December 2022 | December 2025 | Allow | 36 | 2 | 0 | No | No |
| 17928836 | INFORMATION PROCESSING APPARATUS AND METHOD FOR PROHIBITING THE COMBINED USE OF SCALABLE ENCODING AND SCALING ENCODING | November 2022 | August 2025 | Allow | 32 | 1 | 0 | No | No |
| 18058601 | DILATING OBJECT MASKS TO REDUCE ARTIFACTS DURING INPAINTING | November 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17990319 | IMAGE CONTENT TRANSMITTING METHOD AND DEVICE USING EDGE COMPUTING SERVICE | November 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17986891 | MONITORING AN OPERATING CYCLE OF HEAVY EQUIPMENT | November 2022 | October 2025 | Allow | 35 | 1 | 0 | No | No |
| 17985975 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM TO PERFORM A TRACKING PROCESS, USING A TRACKING MODEL | November 2022 | July 2025 | Allow | 32 | 1 | 0 | No | No |
| 17985268 | ELECTRONIC DEVICE CAPABLE OF IDENTIFYING INELIGIBLE OBJECT | November 2022 | February 2024 | Allow | 15 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner THOMAS, MIA M.
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.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner THOMAS, MIA M works in Art Unit 2665 and has examined 270 patent applications in our dataset. With an allowance rate of 95.9%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 26 months.
Examiner THOMAS, MIA M's allowance rate of 95.9% places them in the 85% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by THOMAS, MIA M receive 1.05 office actions before reaching final disposition. This places the examiner in the 10% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by THOMAS, MIA M is 26 months. This places the examiner in the 76% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +4.9% benefit to allowance rate for applications examined by THOMAS, MIA M. This interview benefit is in the 30% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 31.7% of applications are subsequently allowed. This success rate is in the 66% 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.
This examiner enters after-final amendments leading to allowance in 76.5% of cases where such amendments are filed. This entry rate is in the 95% 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.
When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 11% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 100.0% of appeals filed. This is in the 91% 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.
When applicants file petitions regarding this examiner's actions, 35.9% are granted (fully or in part). This grant rate is in the 23% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 21% 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 0.0% of allowed cases (in the 28% 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.