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Copyright: A Comprehensive Platform to Shorten the Period Required for Vaccine Clinical Trial (Case No. 2024-148)
Summary: UCLA researchers have developed a software to accelerate vaccine clinical trial processes by modeling disease behavior and targeting future trial participants. Background: Vaccine clinical trials are time-intensive processes; ones that may be necessary during active pandemics in which time is of short supply. One of the primary factors contributing...
Published: 4/9/2024
|
Inventor(s):
Akihiro Nishi
Keywords(s):
Bioinformatics
,
Clinical Trial
,
Live attenuated vaccine
,
Public Health
,
Simulation & Modeling
,
Software & Algorithms
,
Therapeutics & Vaccines
,
Vaccines
Category(s):
Software & Algorithms
> Statistical Models
,
Software & Algorithms
> Bioinformatics
Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors (Case No. 2023-192)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel platform technology to facilitate the design of all-optical visual processors, which can be used to perform advanced computational tasks at the speed of light. Background: Information processing via light is a cutting-edge field among optics...
Published: 4/5/2024
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Inventor(s):
Aydogan Ozcan
,
MD Sadman Rahman
,
Xilin Yang
Keywords(s):
Adaptive Optics
,
Algorithm Optical Coherence Tomography
,
all-optical diffractive computing
,
all-optical transformation
,
Artifical Intelligence (Machine Learning, Data Mining)
,
Artificial Intelligence
,
Atomic Force Microscopy Optical Tweezers
,
computational imaging
,
deep diffractive network
,
Deep Learning
,
Deep learning-based sensing
,
diffractive processor
,
Dispersion (Optics)
,
Electron Microscope
,
Electro-Optics
,
fluorescence microscopy
,
Focus (Optics)
,
Infrared Electromagnetic Spectrum Dispersion (Optics)
,
interference processor
,
large language model (LLNMs)
,
linear optics
,
linear transformations
,
Machine Learning
,
Microscope
,
Microscopy
,
Microscopy And Imaging
,
Near-Field Scanning Optical Microscope
,
neural networks
,
Nonlinear Optics
,
non-linear optics
,
Optical Coherence
,
Optical Communication
,
Optical computing
,
Optical Fiber Copper Wire And Cable
,
optical implementation
,
Optical Microscope
,
Optical networks
,
optical processor
,
optical transmission
,
Optics Parabolic Reflector Curved Mirror
,
phase-only diffractive network
,
reverse engineered optical system
,
Software
,
Software & Algorithms
,
Software Development Tools
,
spatially-incoherent light
,
start to end optics design
,
Surgical Instrument Optical Coherence Tomography
,
three dimensional imaging
,
visual computing
,
Waferscale Processors
Category(s):
Optics & Photonics
,
Optics & Photonics > Microscopy
,
Platforms
,
Software & Algorithms
> Image Processing
,
Electrical
,
Electrical > Signal Processing
,
Electrical > Computing Hardware
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
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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
Copyright: Artificial Intelligence Augmented Expressive Writing Tool (Case No. 2023-084)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel software tool that leverages artificial intelligence to assist with a user’s expressive writing process. Background: With the recent rise in mental health diagnoses and awareness, there is a higher demand for mental health services which...
Published: 12/20/2023
|
Inventor(s):
Xiang Chen
,
Ruolin Wang
Keywords(s):
active learning
,
Artifical Intelligence (Machine Learning, Data Mining)
,
Artificial Intelligence
,
artificial intelligence augmentation
,
Artificial Neural Network
,
clinical mental health
,
design software
,
expressive writing
,
human-centered computing
,
intervention
,
Machine Learning
,
Mental health
,
Software
,
Software & Algorithms
,
Software Development Tools
,
talk therapy
,
therapy
Category(s):
Software & Algorithms
,
Software & Algorithms
> Artificial Intelligence & Machine Learning
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: 1/24/2024
|
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
A Behavioral Method of Cognitive Assessment and Training, and Cognitive Decline Remediation (UCLA Case No. 2023-061)
Summary: UCLA researchers in the Department of Psychology have developed a simple and fast computerized test to assess cognition (and detect possible cognitive impairment), and a novel game-like method to produce cognitive and memory improvements. Background: In the United States, approximately two out of three adults aged 70 and over experience...
Published: 11/7/2023
|
Inventor(s):
Ladan Shams
Keywords(s):
cognitive function
,
Cognitive Therapy
,
drift diffusion model
,
Memory
,
Mild Cognitive Impairment
,
multisensory integration
,
Neurocognitive
,
Neuropsychological Test
,
Perceptual Learning
,
perceptual processing
,
Psychiatry / Mental Health
,
Psychology
,
Psychotherapy
,
Sensory System
,
Software
,
Software & Algorithms
,
Software Development Tools
Category(s):
Software & Algorithms
,
Life Science Research Tools
,
Life Science Research Tools > Research Methods
Novel Method to Group Pixels for Medical Imaging (UCLA Case No. 2022-290)
Summary: UCLA researchers in the Department of Radiological Sciences have developed a new computational pipeline for identifying lesions in MRI data. Background: Prostate cancer is one of the most common cancer types with 12.6% of men diagnosed within their lifetime. Prostate cancer ranks as the 2nd leading cause of cancer-related deaths in the...
Published: 7/31/2023
|
Inventor(s):
Ashley Yeager
Keywords(s):
AI algorithms
,
Algorithm
,
algorithmic cancer detection
,
Cancer
,
cancer detection
,
DICOM
,
multiparametric MRI (mpMRI)
,
prostate cancer
,
Radiology
,
Software & Algorithms
,
Tumor
,
Tumor Marker
Category(s):
Software & Algorithms
,
Software & Algorithms
> Image Processing
,
Software & Algorithms
> Digital Health
Quantitative COVID-19 Scores Using High Resolution Computed Tomography (UCLA Case No. 2022-225)
Summary: UCLA researchers in the Department of Radiology have developed an innovation algorithm that measures lung damage associated with COVID-19 using computed tomography (CT) data. Background: Computed tomography (CT) scans are essential in diagnosing and monitoring different types of lung damage. At present, radiologist manually inspect CT scans...
Published: 7/19/2023
|
Inventor(s):
Hyun (Grace) Kim
,
Jonathan Gerald Goldin
,
Fereidoun Abtin
,
Pang Yu Teng
,
Matthew Brown
Keywords(s):
Angiogenesis Acute Lung Injury
,
Computer-Aided Design
,
Computer-Aided Diagnosis
,
Computerized Tomography scan (CT)
,
COVID pneumonia
,
CT
,
HRCT
,
Lung
,
Lung Pulmonology
,
Pneumonia
,
Pulmonary fibrosis
,
Respiratory & Pulmonary
,
Software
,
Software & Algorithms
Category(s):
Software & Algorithms
,
Medical Devices > Medical Imaging
,
Therapeutics > Infectious Diseases > COVID
,
Medical Devices > Medical Imaging > CT
2023-021 A Ferrobotic Swarm Technology for Accessible, Adaptable, and Automated Testing
Summary: UCLA Researchers in the Department of Electrical and Computer Engineering have developed an automated, algorithm-driven nucleic acid amplification test (NAAT) method that is easy to manufacture, distribute, and yields accurate results with reduced demand of testing reagents. Background: Major epidemics over the last two decades have emerged...
Published: 8/8/2023
|
Inventor(s):
Dino Di Carlo
,
Sam Emaminejad
,
Haisong Lin
,
Wenzhuo Yu
,
Kiarash AmirMozafariSabet
Keywords(s):
Algorithm
,
algorithm-based testing
,
automated testing
,
Automation
,
Cell Counting/Imaging
,
COVID-19
,
Ferrofluid
,
ferrorobotics
,
high throughput testing
,
Nanotechnology
,
nucleic acid amplification test (NAAT)
,
Nucleic Acid Platform Systems
,
Nucleic Acids
,
polymerase chain reaction (PCR)
,
pooling
,
Software & Algorithms
,
viral testing
Category(s):
Software & Algorithms
,
Life Science Research Tools
,
Life Science Research Tools > Research Methods
,
Electrical > Electronics & Semiconductors
,
Diagnostic Markers
,
Life Science Research Tools > Cell Counting And Imaging
,
Platforms > Diagnostic Platform Technologies
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
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