Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19006539 | UNIFIED ARTIFICIAL INTELLIGENCE AGENT, ROBOTIC PROCESS AUTOMATION ROBOT, AND AGENTIC ORCHESTRATION PROCESS DEVELOPMENT APPLICATIONS | December 2024 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 18650320 | Self-Service Terminal and Method | April 2024 | April 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18602645 | DIGITAL ASSISTANT INTEGRATION WITH SYSTEM INTERFACE | March 2024 | February 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18596839 | TRACKING OF RETINAL TRACTION THROUGH DIGITAL IMAGE CORRELATION | March 2024 | May 2025 | Allow | 14 | 1 | 0 | No | No |
| 18442508 | USER INTERFACE GENERATION SYSTEM | February 2024 | October 2024 | Allow | 8 | 0 | 0 | No | No |
| 18479228 | MACHINE LEARNING BASED DEPOLARIZATION IDENTIFICATION AND ARRHYTHMIA LOCALIZATION VISUALIZATION | October 2023 | December 2024 | Allow | 14 | 1 | 0 | No | No |
| 18462953 | UNIFIED SEMANTIC MODEL OF USER INTENTIONS | September 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18365751 | System and method for generating a context-based user interface | August 2023 | May 2025 | Allow | 22 | 2 | 0 | No | No |
| 18348845 | MUSIC/VIDEO MESSAGING SYSTEM AND METHOD | July 2023 | February 2025 | Allow | 19 | 2 | 0 | No | No |
| 18214443 | COLLABORATION SYSTEM INCLUDING MARKERS IDENTIFYING MULTIPLE CANVASES IN A SHARED VIRTUAL WORKSPACE | June 2023 | February 2025 | Abandon | 19 | 3 | 0 | No | No |
| 18202311 | ACCESSIBILITY CONTENT EDITING, CONTROL AND MANAGEMENT | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18322318 | Nutritional Content Determination Based on Gesture Detection Data | May 2023 | September 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18195983 | COMPUTER RESOURCE MONITORING BY PROCESSING IMAGES USING A MODEL COMPRISING LARGE LANGUAGE MODELS | May 2023 | March 2025 | Allow | 23 | 1 | 0 | No | No |
| 18118408 | SYSTEM FOR TRACKING AND MANAGEMENT OF EMS RESPONSES | March 2023 | May 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18101512 | SURVEYING ASSISTANCE DEVICE, SURVEYING ASSISTANCE SYSTEM, SURVEYING ASSISTANCE METHOD, AND STORAGE MEDIUM | January 2023 | December 2024 | Abandon | 23 | 1 | 0 | No | No |
| 18155803 | SELECTION OF PROBABILITY THRESHOLDS FOR GENERATING CARDIAC ARRHYTHMIA NOTIFICATIONS | January 2023 | November 2024 | Allow | 22 | 1 | 0 | No | No |
| 18097025 | ELECTRONIC DEVICE FOR RECOMMENDING INFORMATION ACCORDING TO SITUATION AND METHOD FOR CONTROLLING THE SAME | January 2023 | January 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18088942 | SYSTEM, METHOD, AND COMPUTER PROGRAM PRODUCT FOR IMPROVED EMBEDDED APPLICATION USER ENGAGEMENT MODE MANAGEMENT | December 2022 | August 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18068259 | MANAGING AUGMENTED PARTICIPATING USER VIDEO SOURCE INTERFACES IN ASSOCIATION WITH AN AUDIO-VIDEO CONFERENCING INTERFACE SERVICE | December 2022 | February 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18082230 | METADATA DRIVEN GUIDED RULES EDITOR | December 2022 | July 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18058575 | DETECTING SHADOWS AND CORRESPONDING OBJECTS IN DIGITAL IMAGES | November 2022 | June 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18052733 | CROSS-INFORMATION ARCHITECTURE HISTORICAL BREADCRUMB CONTROL | November 2022 | September 2024 | Allow | 23 | 3 | 0 | Yes | No |
| 17980108 | METHOD AND DEVICE FOR MONITORING A FLOW OF A FLUID IN A VESSEL | November 2022 | April 2025 | Allow | 30 | 1 | 0 | No | No |
| 17970392 | MODEL-BASED PERSONALIZATION ARCHITECTURE | October 2022 | November 2024 | Allow | 25 | 3 | 0 | Yes | No |
| 17939783 | SYSTEMS, METHODS, AND APPARATUSES FOR GENERATING PRE-TRAINED MODELS FOR nnU-Net THROUGH THE USE OF IMPROVED TRANSFER LEARNING TECHNIQUES | September 2022 | February 2025 | Allow | 30 | 0 | 0 | No | No |
| 17822906 | ANALYSIS ASSISTING DEVICE, ANALYSIS ASSISTING SYSTEM, AND RECORDING MEDIUM | August 2022 | April 2025 | Allow | 32 | 1 | 0 | No | No |
| 17864820 | METHOD AND ELECTRONIC DEVICE FOR GENERATING CONTENT BASED ON CAPACITY OF EXTERNAL DEVICE | July 2022 | June 2025 | Allow | 35 | 2 | 0 | No | No |
| 17758695 | Systems And Methods For Optical Evaluation Of Pupillary Psychosensory Responses | July 2022 | January 2025 | Allow | 30 | 1 | 0 | No | No |
| 17790524 | ULTRASOUND IMAGING METHOD AND SYSTEM FOR IDENTIFYING AN ANATOMICAL FEATURE OF A SPINE | July 2022 | May 2025 | Allow | 35 | 1 | 0 | No | No |
| 17790125 | MEDICAL IMAGE GENERATION APPARATUS, MEDICAL IMAGE GENERATION METHOD, AND MEDICAL IMAGE GENERATION PROGRAM | June 2022 | April 2025 | Allow | 33 | 1 | 0 | No | No |
| 17789590 | Deep Learning Models For Tumor Evaluation | June 2022 | November 2024 | Allow | 28 | 1 | 0 | No | No |
| 17851056 | METHOD OF COMPENSATING DATA AND SYSTEM FOR COMPENSATING DATA USING SAME | June 2022 | April 2025 | Allow | 33 | 1 | 0 | No | No |
| 17844517 | DEVICE AND METHOD FOR MODELING THREE-DIMENSIONAL ORGAN BY IMAGE SEGMENTATION | June 2022 | January 2025 | Allow | 31 | 1 | 0 | No | No |
| 17662897 | Uncertainty Estimation in Medical Imaging | May 2022 | June 2025 | Allow | 37 | 1 | 1 | No | No |
| 17662719 | IMAGE PROCESSING APPARATUS, A METHOD OF PROCESSING IMAGE DATA, AND A COMPUTER PROGRAM PRODUCT | May 2022 | May 2025 | Allow | 36 | 2 | 0 | No | No |
| 17731607 | METHOD AND APPARATUS FOR ADJUSTING BLOOD FLOW VELOCITY IN MAXIMUM HYPEREMIA STATE BASED ON INDEX FOR MICROCIRCULATORY RESISTANCE | April 2022 | March 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17660622 | TV SIDE BAR USER INTERFACE | April 2022 | January 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17710254 | ARTIFICIAL INTELLIGENCE-BASED IMAGE PROCESSING METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | March 2022 | August 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17641861 | METHODS AND SYSTEMS FOR SUPER RESOLUTION FOR INFRA-RED IMAGERY | March 2022 | January 2025 | Allow | 34 | 1 | 0 | No | No |
| 17636250 | 3D Object Detection Using Random Forests | February 2022 | October 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17635701 | ESTIMATION PROGRAM, ESTIMATION DEVICE, GENERATION METHOD OF DETECTION MODEL, LEARNING METHOD, AND LEARNING DEVICE | February 2022 | August 2024 | Allow | 30 | 1 | 0 | No | No |
| 17632559 | SYSTEM AND METHOD FOR ASSESSING BREAST CANCER RISK USING IMAGERY | February 2022 | April 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17577146 | Artificial Intelligence-Assisted Evaluation Method for Aesthetic Medicine and Evaluation System Using Same | January 2022 | March 2025 | Allow | 38 | 1 | 1 | No | No |
| 17622493 | METHOD FOR LEARNING THRESHOLD VALUE | December 2021 | January 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17622285 | VESSEL REGISTRATION USING FUNCTIONAL INFORMATION | December 2021 | April 2025 | Allow | 39 | 3 | 0 | No | No |
| 17645037 | SYSTEMS AND METHODS FOR IMAGE PROCESSING | December 2021 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17614227 | SYSTEMS AND METHODS FOR VIDEO-BASED POSITIONING AND NAVIGATION IN GASTROENTEROLOGICAL PROCEDURES | November 2021 | December 2024 | Allow | 36 | 2 | 0 | No | No |
| 17608834 | METHODS FOR CHARACTERIZING AND TREATING A CANCER TYPE USING CANCER IMAGES | November 2021 | June 2025 | Allow | 44 | 1 | 0 | No | No |
| 17516299 | SYSTEMS AND METHODS FOR MONITORING ONE OR MORE ANATOMICAL ELEMENTS | November 2021 | October 2024 | Allow | 35 | 2 | 0 | No | No |
| 17608016 | SYSTEM AND METHOD FOR ATTENTION-BASED CLASSIFICATION OF HIGH-RESOLUTION MICROSCOPY IMAGES | November 2021 | February 2025 | Allow | 40 | 2 | 0 | Yes | No |
| 17212289 | MEDICAL INFORMATION PROCESSING SYSTEM AND MEDICAL INFORMATION PROCESSING APPARATUS | March 2021 | October 2024 | Allow | 43 | 2 | 0 | No | No |
| 17090646 | CONTENT ENHANCER | November 2020 | September 2024 | Allow | 47 | 5 | 0 | No | Yes |
| 13621753 | ARCHITECTURE FOR SHARED CONTENT CONSUMPTION INTERACTIONS | September 2012 | February 2016 | Allow | 41 | 2 | 0 | Yes | No |
| 13000864 | ELECTRONIC STICKY NOTE SYSTEM, INFORMATION PROCESSING TERMINAL, METHOD FOR PROCESSING ELECTRONIC STICKY NOTE, MEDIUM STORING PROGRAM, AND DATA STRUCTURE OF ELECTRONIC STICKY NOTE | December 2010 | April 2016 | Allow | 60 | 4 | 0 | Yes | No |
| 12433722 | PRODUCT DATA MANAGEMENT AND WORKFLOW SYSTEMS AND METHODS | April 2009 | July 2014 | Allow | 60 | 4 | 1 | Yes | Yes |
| 12008753 | IMAGE DISPLAY CONTROLLING APPARATUS, IMAGE DISPLAY CONTROLLING METHOD, AND PROGRAM | January 2008 | June 2012 | Allow | 53 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner XIAO, DI.
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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner XIAO, DI works in Art Unit 2178 and has examined 51 patent applications in our dataset. With an allowance rate of 94.1%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 31 months.
Examiner XIAO, DI's allowance rate of 94.1% places them in the 83% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by XIAO, DI receive 1.73 office actions before reaching final disposition. This places the examiner in the 50% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by XIAO, DI is 31 months. This places the examiner in the 35% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +9.4% benefit to allowance rate for applications examined by XIAO, DI. This interview benefit is in the 44% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 41.3% of applications are subsequently allowed. This success rate is in the 92% 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.
This examiner enters after-final amendments leading to allowance in 25.0% of cases where such amendments are filed. This entry rate is in the 25% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
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 6% 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 88% percentile among all examiners. 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, 50.0% are granted (fully or in part). This grant rate is in the 60% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 2.0% of allowed cases (in the 77% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 12% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.