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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: 3/2/2026
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Inventor(s): Kenry FNU, 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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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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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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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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SHIP: A Smart Non Wearable Device to Track Sleep Hygiene and Diagnose Sleep Disorders
The Sleep Hygiene Innovation Pillow (SHIP) is a non-wearable smart system that transforms a traditional pillow into a health monitoring device. SHIP uses sensors to continuously record head movement patterns during sleep, then processes that data through proprietary signal analysis and a machine learning algorithm that distinguishes between normal physiological...
Published: 9/19/2025
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Inventor(s): Sumit Agarwal, Joyce Iannotti, Pooja Rangan
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Sleep Disorders, Technology Classifications > Medical Devices > Diagnostic, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Mobile Application
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Offline Eye Gaze-Based Visual Field Testing System
This technology introduces a portable and affordable way to perform visual field assessment using only a standard webcam and machine learning software. Unlike conventional systems that rely on costly specialized equipment and require constant supervision, this approach tracks eye movements in response to simple on-screen visual stimuli. The software...
Published: 9/15/2025
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Inventor(s): Eung Joo Lee, Paul Chong
Keywords(s):
Category(s): Technology Classifications > Healthcare Portfolios > Ophthalmology, Technology Classifications > Life Sciences > Diagnostics, Technology Classifications > Software & Information Technology > Health IT
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Fall Prevention System for Alzheimer’s Dementia, and Diabetes Using a Combination of Imaging, LiDAR, Machine Learning, and Auditory Feedback
This invention leverages personal information, including body weight, height, body shape, and bone density, to compute the user's center of gravity and spatial position in real-time. This innovative technology goes beyond conventional applications by providing instantaneous auditory feedback when the user's center of gravity indicates a potential...
Published: 8/4/2025
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Inventor(s): Kavan Hazeli, Janet Roveda, Xuejing Wang, Bahram Jalali
Keywords(s):
Category(s): Technology Classifications > Engineering & Physical Sciences, Technology Classifications > Sensors & Controls > Motion & Force, Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Human Machine Interface, Technology Classifications > Software & Information Technology
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Artificially Intelligent Comprehensive Debriefing Assessment Tool (AICDAT)
Artificially Intelligent Comprehensive Debriefing Assessment Tool (AICDAT) is an AI-based platform developed to evaluate debriefing sessions in scenario-based medical simulations (SBMS). By analyzing transcripts from these sessions using proprietary algorithms, AICDAT provides structured, individualized feedback. It scores across elements of debriefing...
Published: 6/23/2025
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Inventor(s): Allan Hamilton, Kyle McLemore
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Education & Training
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Artificially Intelligent Procedural Assessment Tool (AIPAT)
The Artificially Intelligent Procedural Assessment Tool (AIPAT) is an advanced AI-driven system designed to evaluate healthcare professionals' performance of invasive medical procedures using recorded instructional videos. It utilizes deep learning techniques and machine learning algorithms to analyze instructional videos and apply standardized...
Published: 6/23/2025
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Inventor(s): Allan Hamilton, Kyle McLemore
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Education & Training, Technology Classifications > Software & Information Technology > Health IT
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Personalized Motion Prediction for Enhanced Performance and Safety
This technology leverages artificial intelligence (AI) and motion capture to analyze and predict human movement patterns. Using video-based tracking and sensor data, it creates a personalized digital model of an individual’s biomechanics in different movements (e.g. sitting, walking, squatting, other functional movements, etc.). This model can...
Published: 7/22/2025
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Inventor(s): Kavan Hazeli, Ziao Chen
Keywords(s):
Category(s): Technology Classifications > Software & Information Technology > Health IT, Technology Classifications > Software & Information Technology > Education & Training, Technology Classifications > Healthcare Portfolios > Physical Medicine & Rehabilitation
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