Patent Application: Explainable AI for Medical Decisions

The USPTO has published a patent application (US20260088173A1) detailing methods and systems for evaluating the faithfulness of explainable AI in medical decision-making. The application focuses on fine-tuning classifiers and ensuring explainer model fidelity for downstream tasks.

Ophthalmic System and Behavior Modification Support Method Patent Application

The USPTO has published a patent application (US20260088172A1) for an ophthalmic system and behavior modification support method assigned to Topcon Corporation. The application describes a system involving patient and medical institution terminals to manage information sharing and communication, with a function to prompt behavior modification for disease treatment based on personality test results.

AGP Intelligent Interpretation and Insulin Adjustment Method

The USPTO has published a patent application from Northeastern University detailing an ambulatory glucose profile (AGP) intelligent interpretation and insulin adjustment method. This method utilizes an expert system to analyze patient data and provide decision support for basal and mealtime insulin adjustments.

AI-Based Radiomics Method for Predicting Disease Onset

The USPTO has published a patent application (US20260088170A1) detailing an AI-based radiomics method for predicting human disease onset using neural networks and color space analysis. The application, filed by Shubham Chandra, describes a non-invasive approach combining CNNs with CIELAB color space transformation for early disease detection and personalized diagnostics.

System and Method for Detection of Disease using Machine Learning

The USPTO has published a new patent application (US20260088169A1) detailing systems and methods for detecting systemic disease from bacterial samples using machine learning. The application, filed by inventors Mark Driscoll and Daniel Fasulo, focuses on correlating microbiome sequence data with disease states or risk.

Senior Living Engagement Platform Patent Application

The USPTO has published a patent application (US20260088168A1) for a senior living engagement and care support platform. The application, filed on December 3, 2025, describes a system designed to facilitate senior user engagement and provide updates to caregivers.

Cloud System for Optimizing Medical Study Transfer Imaging Workflows

The USPTO has published a patent application (US20260088167A1) detailing a cloud-based system designed to optimize the performance of imaging workflows for transferring medical studies. The system aims to improve the efficiency of study transfers to viewing applications.

Client-Advisor Portal System Patent Application

The USPTO has published a patent application (US20260088166A1) filed by Vell LLC on September 22, 2025. The application describes systems and methods for active client monitoring by advisors, particularly in a healthcare context, involving sensor data, alerts, and rule modifications.

Ultrasound imaging remote access method patent application

The USPTO has published a patent application from SAMSUNG MEDISON CO., LTD. for a method of remotely accessing ultrasound imaging apparatus. The application details a process for activating and terminating remote access in sync with the start and end of an ultrasonic examination.

Personalized Avatar Responsive to User State

The USPTO has published a patent application (US20260088164A1) for a system that provides personalized avatars responsive to a user's physiological state and context. The system uses biochemical information and biomarkers to adapt the avatar's appearance, potentially for guidance during programs or routines.