Search Results - big+data

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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: 9/30/2024 | 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

Full Spectrum Computer Vision for Photon Counting CT (Case No. 2024-058)

Summary: Researchers in the Department of Radiological Sciences have developed a machine learning algorithm that processes multispectral photon counting CT data for accurate medical imaging. Background: Photon counting computed tomography (PCCT) is a tremendous engineering advancement, enabling high resolution spectral imaging with myriad applications....

Published: 9/20/2024 | Inventor(s): Matthew Brown, Dieter Enzmann, John Hoffman, Michael Mcnitt-Gray

Keywords(s): AI algorithms, Algorithm, Algorithm Optical Coherence Tomography, algorithmic cancer detection, Artifical Intelligence (Machine Learning, Data Mining), artificial electromagnetic materials, Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, Artificial Neural Network Artificial Neuron, artificial-intelligent materials, Big Data, Bladder Cancer, blood cancers, Brain cancer, Breast Cancer, Cancer, cancer antigen, cancer detection, Cancer Immunotherapy, Cancer stem cells, cancer target, Computed tomography, CT, Deep Learning, design software, Digital Pathology, generative artificial intelligence, Genetic Algorithm, Histopathological image analysis, Histopathology, histopathology images, hyperparameter optimization, Image Analysis, Image Processing, lympathic cancers, lymphatic cancer, Medical artificial intelligence (AI), Mesenchymal Stem Cell Derived Cancer Cells, Orthotopic cancer models, Pancreatic cancer, pathology image analysis, Photon counting computed tomography (PCCT), prostate cancer, Radiology, Radiology / Radiomitigation, Software, Software & Algorithms, Software Development Tools, Software-enabled learning

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics

2022-268 a Novel Method to Capture Clinical Data and Automatically Upload to National Registries

Summary: UCLA researchers in the Department of Cardiac Surgery have developed a program that facilitates data entry of patient information and simplifies integration with the requirements of the Extracorporeal Life Support Organization (ELSO) that is user-friendly, quick, and robust to human error. Background: The Extracorporeal Life Support Organization...

Published: 7/19/2023 | Inventor(s): Peyman Benharash

Keywords(s): Big Data, Data Acquisition, Data Aggregator, Data Recovery, Data Structure, Digital Health, Global Health, Life Expectancy, Membranes, Oxygen, Oxygen Saturation, Public Health, Software, Software Development Tools

Category(s): Software & Algorithms, Software & Algorithms > Data Analytics

2021-400 COMET: On-Die and In-Controller Collaborative Memory ECC Technique for Stronger and Safer Correction of DRAM Errors

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a method titled Collaborative Memory ECC Technique (COMET), to efficiently detect two error correcting codes (ECC) and eliminate silent data corruption (SDC) when double-bit errors occur within DRAMs. Background: Technological abundance has been the...

Published: 12/11/2023 | Inventor(s): Puneet Gupta, Irina Alam

Keywords(s): Analogue Electronics, Big Data, Data Corruption, DDR3 SDRAM, DDR4 SDRAM, Random-Access Memory, Semiconductor, Semiconductor Device, Soft Error, Software

Category(s): Electrical, Electrical > Electronics & Semiconductors, Materials > Semiconducting Materials, Energy & Environment > Energy Storage

2022-267 Enhanced Interpretation of Cardiopulmonary Exercise Test Data

Summary: UCLA researchers in the Department of Medicine have developed a novel software that is capable of analyzing and interpreting standardized cardiopulmonary exercise data and facilitating pattern recognition and data visualization, providing users key insights from raw data. Background: A wide array of exercises exist to evaluate cardiopulmonary...

Published: 7/19/2023 | Inventor(s): Christopher Cooper, Apurva Shah

Keywords(s): Big Data, Cardiovascular, Cardiovascular Disease, Medical Device, Respiratory & Pulmonary, Software, Virtual Reality Occupational Therapy Exercise Machine

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

2016-638 COPYRIGHT: DIABETES RISK SCREENING USING ELECTRONIC HEALTH RECORDS

SUMMARY: UCLA researchers in the Department of Psychiatry and Biobehavioral Sciences have invented a novel algorithm that uses electronic health records to determine a patient’s risk of having undiagnosed two diabetes mellitus. BACKGROUND: Type two diabetes mellitus, often simply referred to as diabetes, affects 1 in 10 patients in the U.S....

Published: 7/19/2023 | Inventor(s): Ariana Anderson

Keywords(s): Big Data, Bioinformatics, Biotechnology, Diabetes Management, Diabetes Mellitus Type 1, Diabetes Mellitus Type 2, Diagnostic Test, Medical Device, Preventive Medicine, Prognosis, Software, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Bioinformatics, Software & Algorithms > Data Analytics