Search Results - monitoring+(medicine)

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Deep Neural Networks for Real-Time Non-invasive Continuous Peripheral Oxygen Saturation Monitoring (Case No. 2024-227)

Summary: UCLA researchers in the Department of Anesthesiology have developed a novel pulse oximetry methodology utilizing deep neural networks for non-invasive monitoring. Background: In the US alone, over 5 million patients are admitted to the ICU for oxygen saturation monitoring. They, as well as the more than 15 million patients undergoing surgery,...

Published: 7/26/2024 | Inventor(s): Sungsoo (Danny) Kim, Sohee Kwon, Mia Markey, Alan Bovik, Akos Rudas, Ravi Pal, Maxime Cannesson

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Blood Pressure, cardiovascular monitoring, central venous pressure (CVP), Continuous blood pressure monitoring, critical care, Deep learning-based sensing, deep-learning analysis algorithms, heart failure, hemodynamic monitoring, machine learning modeling, Monitoring (Medicine), neural network, non-invasive monitoring, Oxygen, Oxygen Saturation, pulmonary arterial pressure (PAP), Swan-Ganz catheter

Category(s): Medical Devices > Monitoring And Recording Systems, Software & Algorithms > Digital Health

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: 8/19/2024 | 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

2022-223 A Bioanalytics-Enabled and Hollow Microneedle-Based Wearable Technology for Personalized Medicine

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a minimally-invasive wearable device that continuously monitors pharmaceutical concentrations in a user to optimize the drug’s dosage. Background: The annual cost of medication-related morbidity and mortality due to non-optimized pharmacotherapy...

Published: 7/19/2023 | Inventor(s): Sam Emaminejad, Shuyu Lin

Keywords(s): Adverse Drug Reaction, Antibody-Drug Conjugate, Antiviral Drug, Biomonitoring, Blood Glucose Monitoring, Drug, Drug Carrier, Drug Delivery, Drug Delivery Microporous Material, Drug Development, Drug Development Feature Extraction, Drug Discovery, Drug monitoring, Drug Resistance, Drug-Eluting Stent, Extensively Drug-Resistant Tuberculosis, Fine-Needle Aspiration, Gene Combination Drug, Immunosuppressive Drug, interstitial fluid (ISF)-based information, Investigatioal New Drug, Management Of HIV/AIDS Psychoactive Drug, medical automation technology, Medical Device, Medical Devices and Materials, medication customization, medication efficacy, Microneedle array, minimally invasive device, Monitoring (Medicine), Monitoring And Recording Systems, Multiple Drug Resistance, Mutation Drug Design, Nanosensor, Nanostructure, Nanotechnology, non-invasive drug monitoring, personalized dose assessment, Pharmaceutical Drug, Pharmaceutical Drug Ethylene Glycol, Pharmaceutical Drug Opioid Dependence, Prescription Drug, real-time sensing/monitoring/tracking, remote monitoring, sample-to-answer devices, Smart medical device, Therapeutic Drug Monitoring, wearable medical device

Category(s): Mechanical, Mechanical > Sensors, Medical Devices, Medical Devices > Monitoring And Recording Systems, Platforms > Drug Delivery, Software & Algorithms > Bioinformatics, Software & Algorithms > Artificial Intelligence & Machine Learning, Electrical > Sensors, Materials > Nanotechnology

2019-002 Motility-Based Label-Free Detection of Parasites in Bodily Fluids Using Holographic Speckle Analysis and Deep Learning

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed deep learning-based, cost-effective, and portable optical devices that facilitate label-free, high-throughput and sensitive detection of motile parasites. Background: Parasitic infections are a major global public health issue, but current screening...

Published: 10/25/2023 | Inventor(s): Aydogan Ozcan, Yibo Zhang, Hatice Ceylan Koydemir

Keywords(s): Algorithm, Artificial Intelligence, Diagnostic Markers & Platforms, Diagnostic Platform Technologies (E.G. Microfluidics), Diagnostic Test, Disease, Holography, Imaging, Infection, Infectious Diseases, Infectivity, Monitoring (Medicine), Optics, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Life Science Research Tools, Diagnostic Markers, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Monitoring And Recording Systems, Platforms > Diagnostic Platform Technologies, Therapeutics > Infectious Diseases