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Data Augmentation Method for Increasing Biological Diversity in Biomedical Image Datasets
This invention is a data augmentation method to enhance a biomedical imaging dataset used for deep learning applications. The approach involves using animal models of a disease combined with an unpaired domain translation framework to convert animal data to the human domain. The method is novel and valuable in that it increases biological diversity...
Published: 7/16/2026
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Updated: 7/16/2026
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Inventor(s): Travis Sawyer, Shuyuan Guan
Keywords(s):
Category(s): Technology Classifications > Imaging & Optics > Medical Imaging, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Research Tools > Animal Models, Technology Classifications > Software & Information Technology > Health IT
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iDance-Cog App
The iDance-Cog App is an AI-enabled, motion-capture dance and body percussion game designed to help older adults stay mentally active, physically engaged, and socially connected through an accessible at-home movement program. The app turns cognitive and physical exercise into an interactive game that can adjust to a user’s skill level and provide...
Published: 7/13/2026
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Updated: 7/13/2026
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Inventor(s): Yunjia Yang, Huayu Li
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Health Education, Medical Training and Operations, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Mobile Application
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CliniAI - Autonomous Triage Diagnostic Flow Enabled by Knowledge Graphs and Conversational AI
CliniAI is a multi-lingual AI-powered system that gives patients access to medical triage and diagnostic guidance through a conversational interface, without requiring an in-person visit or real-time telehealth meeting. Patients describe their symptoms, answer follow-up questions to help with diagnostic triage flow, and receive a list of possible conditions...
Published: 6/15/2026
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Updated: 6/15/2026
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Inventor(s): Srikar Adhikari, Feruz Oripov, Kseniia Korchagina, Shravan Aras, Enrique Noriega Atala
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Health Education, Medical Training and Operations, Technology Classifications > Creative Works & Copyright, Technology Classifications > Software & Information Technology > Health IT
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Image-Based Droplets Analysis Systems/Methods for Operator Performance Assessment
This technology is an image-based analytical platform that enables quantitative, standardized assessment of liquid dispensing performance across manual, automated, and robotic laboratory workflows. The invention is based on the recognition that droplet formation patterns contain measurable signatures of dispensing behavior. By capturing droplet arrays...
Published: 6/17/2026
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Updated: 5/1/2026
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Inventor(s): Chi Zhou
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Education & Training, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Creative Works & Copyright, Technology Classifications > Research Tools
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UWB-PostureGuard: A Privacy-Preserving RF Sensing System for Continuous Ergonomic Sitting Posture Monitoring
UWB-PostureGuard is an ergonomic posture monitoring technology that continuously detects sitting posture without cameras or wearable devices, while preserving user privacy. The technology is designed for real-time use in everyday desk and seated work environments, providing posture awareness and enabling timely feedback when sustained or potentially...
Published: 4/28/2026
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Updated: 4/28/2026
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Inventor(s): Haotang Li, Zhenyu Qi, Sen He, Kebin Peng, Sheng Tan, Yili Ren, Tomas Cerny, Jiyue Zhao, Zi Wang
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Human Machine Interface, Technology Classifications > Healthcare Portfolios, Technology Classifications > Imaging & Optics > Sensors and Detection > Remote Sensing
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Fenotyper
Fenotyper is an artificial intelligence (AI) based software platform that generates clinical phenotype definitions from plain-language descriptions, leveraging Large Language Models (LLM) and Retrieval-Augmented Generation (RAG). The system converts a researcher’s or clinician’s description of a patient population of interest into a structured...
Published: 3/23/2026
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Updated: 3/23/2026
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Inventor(s): Vignesh Subbian, Yehonathan Kleinerman, David Maughan
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology
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Combining Plasmonic Nanostructures and Machine Learning to Detect and Modulate Protein Aggregation
This innovation is a nanotechnology- and artificial intelligence-powered platform that combines plasmonic gold nanomaterials (AuNMs) with machine learning (ML) to achieve high-throughput, selective, and broad-spectrum identification of potential inhibitors of amyloid beta aggregation. Proof of concept testing found that the platform can identify spectral...
Published: 7/17/2026
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Updated: 3/2/2026
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Inventor(s): FNU Kenry, Célia Sahli
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Neurology, Technology Classifications > Research Tools > Simulators and Modeling Tools, Technology Classifications > Software & Information Technology > Health IT
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Chatbot Interaction Personalization
Chatbot Interaction Personalization is a framework for tailoring large language model–based chatbot interactions to individual patients using retrieval augmented generation (RAG). Instead of retraining or fine-tuning the underlying model, the system ingests persona descriptions or curated conversation fragments and uses them as a retrieval layer...
Published: 2/16/2026
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Updated: 2/16/2026
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Inventor(s): Gondy Leroy
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT
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Privacy Preserving Diagnosing
Privacy Preserving Diagnosing converts patient videos into standardized avatar representations that retain clinically relevant movement, posture, and facial cues while removing identifiable visual details. These neutral avatars serve as input for machine learning-based diagnosis models–with initial work in autism spectrum disorder (ASD)–demonstrating...
Published: 2/16/2026
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Updated: 2/16/2026
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Inventor(s): Gondy Leroy, Chancellor Woolsey
Keywords(s):
Category(s): Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Software & Information Technology > Health IT
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Smart Vision: AI-Powered Ocular Ultrasound for Real-Time Retinal Detachment Detection
Smart Vision is an AI-enhanced ocular ultrasound diagnostic system to screen patients for retinal detachment. Smart Vision uses a deep learning system based on ultrasound data to assess macular status and determine if a patient is experiencing retinal detachment. This allows a wider range of medical professionals to perform screening for retinal detachment,...
Published: 1/26/2026
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Updated: 1/26/2026
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Inventor(s): Srikar Adhikari, Alper Yimaz
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Imaging & Optics > Medical Imaging, Technology Classifications > Healthcare Portfolios > Emergency Medicine, Technology Classifications > Healthcare Portfolios > Ophthalmology, Technology Classifications > Imaging & Optics > Ophthalmology
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