Search Results - digital+health

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Machine Learning to Predict Physiological Age Using Features Extracted From Arterial Blood Pressure (ABP) Waveforms (Case No. 2025-264)

Summary: UCLA researchers in the Department of Anesthesiology have introduced a novel machine learning model that accurately predicts physiological aging by analyzing features extracted from patients’ arterial blood pressure (ABP) waveforms. This approach enables efficient, data-driven assessment of biological aging in clinical settings to facilitate...

Published: 7/20/2026 | Updated: 10/23/2025 | Inventor(s): Maxime Cannesson, Ravi Pal

Keywords(s): Aging, Anesthesiology, biomedical sensors, clinical care methodology, clinical decision support, clinical outcome, Clinical tool, Computer-Aided Diagnosis, consumer health products, Digital Health, digital health system, Fatigue (Medical) , Health and fitness, health risk assessment, Machine Learning, machine learning modeling, Medical Device, Medical diagnostics, Monitoring (Medicine), personalized medicine, Preventive Medicine, public health monitoring, Smart medical device, Structural health monitoring, Telemedicine

Category(s): Diagnostic Markers, Diagnostic Markers > Aging, Life Science Research Tools, Medical Devices

Artificial Neural Network Train-Time Poison Defense via Energy-Based Model Dynamics Sampling (Case No. 2024-199)

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel preprocessing algorithm to purify imperceptibly poisoned training datasets that may lead to misclassification and maintain image quality. Background: Large datasets are important for the effectiveness of machine learning models, serving as the...

Published: 7/20/2026 | Updated: 8/1/2024 | Inventor(s): Gregory Pottie, Omead Pooladzandi, Sunay Bhat, Jeffrey Jiang

Keywords(s): AI algorithms, Algorithm, Artificial Intelligence, artificial intelligence augmentation, Automation, Autonomous driving, Big Data, Computer Aided Learning, Data Corruption, Digital Health, Machine Learning, Machine Learning Autonomous Car Gradient Descent

Category(s): Software & Algorithms, Platforms > Diagnostic Platform Technologies, Therapeutics > Radiology, Medical Devices > Monitoring And Recording Systems, Medical Devices > Neural Stimulation, Mechanical > Sensors

Risk Stratification Integrating mHealth and Artificial Intelligence

Portable Ultrasound Equipment improves patient access at the point of care Invention Summary: Cardiovascular disease is the leading cause of death in the United States, resulting in more than 600,000 deaths. Over 28 million Americans are diagnosed with heart disease and contribute more than $30 billion in healthcare-related expenses. Many...

Published: 7/9/2026 | Updated: 7/29/2024 | Inventor(s): Partho Sengupta, Naveena Yanamala

Keywords(s): Cardiovascular, Digital Health

Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Medical Imaging

Synthetic Echocardiogram from ECG

Steps used to develop a machine learning model to extract heart features from electrocardiography results Invention Summary: Echocardiography (echo) uses high-frequency sound waves to create images of the heart and show its size, shape, and function. It is a valuable tool for detecting blood clots, tumors, structural defects, muscle performance,...

Published: 7/9/2026 | Updated: 7/29/2024 | Inventor(s): Partho Sengupta, Naveena Yanamala

Keywords(s): Cardiovascular, Digital Health

Bioinformatic Methods for Determining Resistance to Cancer Treatments

Invention Summary: Determining resistance to chemotherapy treatments for specific types of cancer (e.g., prostate, lung, breast, etc.,) as early as possible can prolong patients' lives by enabling them to be treated with other, and hopefully, more effective treatments as soon as possible. Researchers at Rutgers University have...

Published: 4/15/2026 | Updated: 7/15/2024 | Inventor(s): Antonina Mitrofanova, Sukanya Panja, Sarki Abdulkadir, Vishal Kothari, Edward Schaeffer

Keywords(s): Bioinformatics, Biomarkers, Digital Health, Prostate Cancer

Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Cancer, Technology Classifications > Healthcare & Life Sciences

Cardiac Ultrasonic Fingerprinting: An Approach for High-throughput Myocardial Feature Phenotyping

Cardiac Ultrasound Fingerprinting is an approach for high throughput extraction of myocardial features Invention Summary: Tissue characterization of myocardial pathology has been an area of intense research and development due to the rising incidence of cardiovascular conditions and the growing geriatric population globally. Although Cardiac Magnetic...

Published: 7/9/2026 | Updated: 5/10/2024 | Inventor(s): Partho Sengupta, Sirish Shrestha, Nobuyuki Kagiyama

Keywords(s): Cardiovascular, Digital Health

Category(s): Technology Classifications > Artificial Intelligence & Machine Learning, Technology Classifications > Software & Algorithms, Technology Classifications > Software & Copyright, Technology Classifications > Healthcare & Life Sciences

Standardized Individual Pain Assessment Tool

A pipeline for utilizing facial, motor, and cardiac signals to measure an individual’s pain threshold Invention Summary: Self‐reporting of a person’s subjective level of pain is highly variable. This is due to individual differences in the way human beings experience pain. At present, no objective physiological scale of pain exists...

Published: 7/9/2026 | Updated: 5/10/2024 | Inventor(s): Elizabeth Torres, Mona Elsayed

Keywords(s): Autism, Digital Health

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed an AI-guided, smart histopathological image viewer to aid clinicians in the identification of regions of interest. Background: Digital pathology has transformed traditional glass histology slides into high-resolution digital slide images, priming the...

Published: 7/20/2026 | Updated: 9/25/2023 | Inventor(s): Xiang Chen, Hongyan Gu, Mohammad Haeri, Shino Magaki

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Neural Network, Clinical decision support system, Computer-Aided Diagnosis, Digital Health, Digital Pathology, Histopathological image analysis, Histopathology, histopathology images, Human-AI collaboration, Human-AI interaction, Medical artificial intelligence (AI), Medical Imaging, pathology image analysis

Category(s): Electrical, Electrical > Imaging, Medical Devices, Medical Devices > Medical Imaging, Software & Algorithms, Software & Algorithms > Digital Health, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing

Intelligent, Adaptive, and Multimodal Data-Driven Epileptogenic Zone Identification and Cognitive Function Mapping Platform (UCLA Case No. 2023-214)

Summary: UCLA researchers in the Departments of Neurology and Electrical and Computer Engineering have developed a data-driven, deep learning-powered software platform to localize epileptogenic tissues in the brain and cognitively map nearby regions. Background: According to the World Health Organization, 50 million people around the world suffer...

Published: 7/20/2026 | Updated: 7/28/2023 | Inventor(s): Vwani Roychowdhury, Hiroki Nariai, Richard Staba, Yipeng Zhang

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, Artificial Neural Network, Biomonitoring, Brain Mapping, Condition monitoring, Deep Learning, Digital Health, Digital Pathology, Electroencephalography (EEG), Epilepsy, Hospital Systems And Devices, Medical Device, Medical Devices and Materials, Monitoring (Medicine), Monitoring And Recording Systems, MRI, PET, remote monitoring, Software, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Digital Health, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Monitoring And Recording Systems

Interactive Reporting of Histopathological Image Analysis Performed by Artificial Intelligence (UCLA Case No. 2023-090)

Summary: Researchers from UCLA's Departments of Electrical and Computer Engineering and Pathology and Laboratory Medicine, along with a researcher from KUMC's Department of Pathology and Laboratory Medicine, have developed an innovative workflow for pathology, integrating artificial intelligence (AI) diagnostics with interactive reporting. Background: The...

Published: 7/20/2026 | Updated: 7/24/2023 | Inventor(s): Xiang Chen, Hongyan Gu, Mohammad Haeri, Shino Magaki

Keywords(s): algorithmic cancer detection, Cancer, cancer detection, Computer Aided Learning, Digital Health, Digital Holography, Digital immunohistology, Digital Pathology, Histology, Histopathological image analysis, Histopathology, Immunohistochemistry, Medical science computing

Category(s): Medical Devices, Medical Devices > Medical Imaging, Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing

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