Search Results - advanced+computing+%2f+ai

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A Uniform AI Framework for Automated Detection of Disease-Related Risk Factors in 3D Medical Imaging Data

Summary: UCLA researchers from the Departments of Anesthesiology & Perioperative Medicine, Ophthalmology, Computational Medicine, and Computer Science have developed a novel uniform framework to diagnose disease-related risk factors in any volumetric medical imaging data. Background: Automated diagnosis of medical imaging is undoubtedly important...

Published: 7/19/2023 | Inventor(s): Oren Avram, Eran Halperin, Berkin Durmus, Nadav Rakocz, Jeffrey Chiang, Srinivas Sadda

Keywords(s): Advanced Computing / AI, AI algorithms, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, Biomarker, Biomedical Engineering, Computer-Aided Design, Deep Learning, Imaging, Magnetic Resonance Imaging, Medical Imaging

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

2022-230 Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed an all-optical diffractive network that can find applications in machine learning-related vision tasks and all-optical computing systems. Background: Optical computing is a gateway to the future, as it can revolutionize computation by making classically...

Published: 8/21/2023 | Inventor(s): Aydogan Ozcan, Jingxi Li

Keywords(s): Advanced Computing / AI, all-optical diffractive computing, all-optical transformation, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial-intelligent materials, classification, Deep Learning, diffractive network, diffractive processor, Electrical, Electrical Engineering, Internet of Things (IoT), Machine Vision, machine vision task, multiplexing, Optical Coherence , Optical Communication , Optical Fiber Copper Wire And Cable, Optical Microscope, Optics, polarization multiplexed diffractive processor, polarization multiplexing, polarization-based machine vision tasks, polarization-encoded diffractive network

Category(s): Electrical, Electrical > Instrumentation, Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics, Optics & Photonics, Electrical > Electronics & Semiconductors

2017-730 Reducing Computational Complexity of Training Algorithms for Artificial Neural Networks

Summary: Researchers at UCLA have developed a novel mathematical theorem to revolutionize the training of large-scale artificial neural networks (ANN). Background: Artificial neural networks (ANNs) have gained popularity in recent years due to their exceptional performance and applicability to a wide array of machine learning applications. ANNs digitally...

Published: 7/19/2023 | Inventor(s): Khalid Youssef, Louis-Serge Bouchard

Keywords(s): Advanced Computing / AI, Life Science Research Tools, Medical Imaging, Software, Software & Algorithms

Category(s): Life Science Research Tools, Software & Algorithms, Medical Devices > Medical Imaging, Electrical > Quantum Computing, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Programs

2022-088 Neural Networks for Adipose Tissue Segmentation on Magnetic Resonance Images

Summary: UCLA researchers in the Department of Radiological Sciences have developed a novel neural network that can segment and quantify visceral and subcutaneous adipose tissues on magnetic resonance images automatically, accurately, and rapidly, to enhance clinical methods for characterizing and monitoring risk for cardiometabolic diseases in patients...

Published: 1/17/2024 | Inventor(s): Holden Wu, Sevgi Gokce Kafali-Tekat

Keywords(s): Advanced Computing / AI, Artificial Neural Network, Artificial Neural Network Artificial Neuron, cardiometabolic disease, Hypertension, Imaging, Machine Learning, Magnetic Resonance Imaging, Magnetic Resonance Imaging Pathology, Medical Imaging, MRI, multi-contrast imaging, obesity, Tissue (Biology), tissue annotation, tissue detection, tissue ribbons alignment, tissue segmentation

Category(s): Medical Devices > Medical Imaging, Platforms > Diagnostic Platform Technologies, Medical Devices > Medical Imaging > MRI, Therapeutics > Metabolism And Endocrinology

2019-985 The Simultaneous Localization and Mapping (SLAM) Algorithm Based on Online EM

SUMMARYResearchers led by Tsang-Kai Chang and Chaojie Feng from the Department at UCLA have created a scalable and real-time SLAM algorithm for autonomous robots.BACKGROUNDA mobile robot relies on the simultaneous localization and mapping (SLAM) algorithm to create a map in an unknown environment while also localizing itself in it. As robots become...

Published: 7/19/2023 | Inventor(s): Chaojie Feng, Tsang-Kai Chang

Keywords(s): Advanced Computing / AI, Artifical Intelligence (Machine Learning, Data Mining), Computer Aided Learning, Control Systems, Robotics, Simulation & Modeling, Software, Software & Algorithms

Category(s): Mechanical > Robotics, Software & Algorithms > Programs

2019-997 Use of Machine Learning to Predict Non-Diagnostic Home Sleep Apnea Tests

SUMMARY:Researchers led by Robert Stretch from the Division of Pulmonary, Critical Care & Sleep Medicine at UCLA have developed an algorithm that can predict whether a patient will have a non-diagnostic home sleep apnea test based upon data from the electronic health record and a brief questionnaire.BACKGROUND:Obstructive sleep apnea (OSA) affects...

Published: 7/19/2023 | Inventor(s): Robert Stretch, Michelle Zeidler, Constance Fung, Armand Ryden

Keywords(s): Advanced Computing / AI, Artifical Intelligence (Machine Learning, Data Mining), Bioinformatics, Personal Care / Home Care , Simulation & Modeling, Software, Software & Algorithms

Category(s): Medical Devices > Monitoring And Recording Systems, Platforms > Diagnostic Platform Technologies, Software & Algorithms > Data Analytics

2019-872 Methods and Apparatus to Impute Physiological Signals and Derivative Absolute Values in Real-Time Using Machine Learning Approaches from Independent Data Sources

SUMMARYResearchers led by Drs. Maxime Cannesson and Eran Halperin at UCLA have developed a way to predict arterial blood pressure waveforms using EKG and SpO2 waveforms.BACKGROUNDMonitoring and measuring vital physiological signals like arterial blood pressure (ABP) is critical for successful surgery. Ideally these types of signals should be measured...

Published: 7/19/2023 | Inventor(s): Maxime Cannesson, Brian Hill, Eran Halperin, Ira Hofer, Nadav Rakocz

Keywords(s): Advanced Computing / AI, Anesthesiology, Artifical Intelligence (Machine Learning, Data Mining), Bioinformatics, Digital Health, Hospital Systems And Devices, Monitoring And Recording Systems, Signal Processing, Simulation & Modeling, Software, Software & Algorithms

Category(s): Medical Devices > Monitoring And Recording Systems, Platforms > Diagnostic Platform Technologies, Software & Algorithms > Data Analytics, Software & Algorithms > Bioinformatics, Software & Algorithms > Programs

2018-003 Deep-Learning Accelerator and Analog Neuromorphic Computation with CMOS-Compatible Charge-Trap-Transistor (CTT) Technique

SUMMARYUCLA researchers from the Department of Electrical Engineering have invented a charge trap transistor based computing architecture for neural networks applications.BACKGROUNDDeep neural networks have wide applications in industries such as machine vision, voice recognition and artificial intelligence- all of which are billion dollar markets growing...

Published: 7/19/2023 | Inventor(s): Yuan Du, Li Du, Mau-Chung Frank Chang

Keywords(s): Advanced Computing / AI, Electronics & Semiconductors

Category(s): Electrical > Electronics & Semiconductors, Electrical > Quantum Computing