Search Results - software+%26+algorithms+%3e+data+analytics

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Extended-Range Stochastic Computing (Case No. 2022-300)

Short description: Demand for deep-learning compute has continued to grow, as computation errors and accuracy issues remain among stochastic computing (SC) methods. In order to increase adoptability, proposed solutions have often been exchanged for loss of runtime or training performance. To address this issue of accuracy, Prof. Gupta et. al. proposes...

Published: 4/25/2024 | Inventor(s): Aydogan Ozcan, Jingxi Li

Keywords(s):

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

Cell Type Scanner (UCLA Case No. 2021-115)

UCLA researchers in the Department of Chemistry and Biochemistry have developed a novel technology for spatial cell-type mapping in 2D and 3D tissue samples. BACKGROUND: Cell type mapping has become an integral component for many biomedical research studies and diagnostic technologies. However, a major challenge in single cell data is accurately...

Published: 4/8/2024 | Inventor(s): Roy Wollman

Keywords(s): 3D tissue imaging, cell mapping, Principal component analysis, RNA imaging, single cell analysis, Single cell data

Category(s): Life Science Research Tools > Research Methods, Software & Algorithms > Data Analytics

A Programming Language to Execute Biological Experiments (Command Line Biology/Biowrapper) (Case No. 2024-049)

Intro Sentence: UCLA researchers in the Department of Molecular and Medical Pharmacology have developed a programming language to automate biological experiments. Background: Manual labor is a common bottleneck in biological sciences, with automation technology still being unobtainable and impractical for most scientists in biomedical research....

Published: 4/4/2024 | Inventor(s): Robert Damoiseaux, Michael Mellody, Ronan Bennett, Alejandro Huerta, Rutu Shah

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, artificial-intelligent materials, Automation, generative artificial intelligence, Machine Learning, machine learning modeling, Medical artificial intelligence (AI), Programmable Logic Device

Category(s): Software & Algorithms, Software & Algorithms > Data Analytics, Software & Algorithms > Programs, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Image Processing, Life Science Research Tools, Life Science Research Tools > Research Methods

A System for Active Learning for Automatic Target Recognition of SAR Data (Case No. 2022-175)

Summary: UCLA's Department of Mathematics researchers have developed an innovative method for the rapid and precise interpretation of SAR imagery, setting a new standard in image analysis efficiency. Background: Synthetic aperture radar (SAR) is utilized as an image reconstruction method for a wide array of applications, including satellite...

Published: 11/28/2023 | Inventor(s): Andrea Bertozzi, Kevin Miller

Keywords(s): active learning, AI algorithms, Algorithm, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, Artificial Neural Network Artificial Neuron, artificial-intelligent materials, Computer Aided Learning, Deep Learning, Deep learning-based sensing, defense applications, design software, feature space, human-in-the-loop, Imaging, Machine Learning, Medical artificial intelligence (AI), Remote Sensing, satellite imaging, Software, Software & Algorithms, Software Development Tools, Synthetic aperture radar (SAR), target detection, three dimensional imaging, Unsupervised Learning

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

A Process for Identifying Health Modifying Interventions Through Epigenetic Prediction (Case No. 2023-107)

Summary: UCLA researchers in the Department of Neurology have developed a novel method that leverages epigenetic markers to identify recommended and necessary health interventions. Background: Disease risk prediction and intervention involves identifying individuals or populations with a higher likelihood of developing a particular condition based...

Published: 3/22/2024 | Inventor(s): Noah Zaitlen, Eran Halperin, Elior Rahmani, Michael Thompson, Zeyuan (Johnson) Chen

Keywords(s): Clinical decision support system, clinical outcome, Clinical Trial, disease outcome, Epigenetics, health risk assessment, outcome probability, patient outcome, prognostic, Public Health, public health monitoring, Risk Assessment, risk reduction, risk score, Simulation & Modeling, statistical modeling, treatment efficacy

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

Summary: UCLA researchers in the Garrick Institute for the Risk Sciences have developed a software for performing human reliability analyses using a model-based method, which provides more consistent, traceable, and reproducible results. Background: Statistical data regarding accidents in complex person operated technical systems indicate a significant...

Published: 10/9/2023 | Inventor(s): Marilia Ramos, Ali Mosleh, Mihai Diaconesa, Arjun Earthperson, Wadie Chalgham, Javier Colin

Keywords(s): Bayesian Belief Network (BBNs), cognitive reliability, crew failure mode, crew response tree, crew-plant interactions, error identification, error probability, Fault tree, HRA, human error, human failure event, human reliability analysis, performance influencing factor, probabilistic risk assessment, risk management, risk mitigation, safety culture, task analysis

Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Data Analytics, Energy & Environment, Energy & Environment > Energy Storage, Energy & Environment > Energy Transmission

Real-Time Robust Multivariate Estimator for Dynamic Systems With Heavy-Tailed Additive Uncertainties (Case No. 2023-034)

Summary: UCLA researchers in the Department of Mechanical and Aerospace Engineering have developed an analytic and closed-form multivariate estimator for dynamic systems, which is robust to additive heavy-tailed (impulsive) uncertainties and capable of real-time estimation. Background: The multivariate Gaussian probability density function is commonly...

Published: 12/8/2023 | Inventor(s): Jason Speyer, Moshe Idan, Nathaniel Snyder

Keywords(s): bayesian reasoning, event modeling, graphical processing units, heavy-tailed events, kalman filter, nonlinear dynamics, probability density function, state estimation

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

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

2022-279 Pipeline System Integrity Management (PSIM)

Summary: UCLA researchers in the B. John Garrick Institute for Risk Sciences have developed a user-friendly software that utilizes real-time data and comprehensive failure models to help natural gas operators optimize mitigation actions to enhance the structural reliability and safety of a pipeline system. Background: There is over 2.6 million miles...

Published: 7/19/2023 | Inventor(s): Ali Mosleh, Wadie Chalgham, Keo-Yuan Wu, Zahra Mahmoodzadeh Poornaki

Keywords(s): Artificial Intelligence, Control Systems, Corrosion, Extraction Of Petroleum, Industrial Gases, Internal Combustion Engine, Mechanical Systems, Monitoring And Recording Systems, Natural Gas, Petroleum Carbohydrate, Petroleum Reservoir, Prognosis, Risk Assessment, Water Injection (Oil Production)

Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Energy & Environment > Energy Storage, Energy & Environment > Energy Transmission, Medical Devices > Monitoring And Recording Systems, Software & Algorithms > Data Analytics, Energy & Environment > Energy Storage > Gas Storage

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

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