Search Results - algorithm

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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

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

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

2022-214 Machine-Learning-Based Automatic Analysis of Electrochemical Characterizations

SUMMARY: UCLA researchers in the Department of Chemistry and Biochemistry have developed a machine-learning based algorithm that identifies reaction mechanisms from cyclic voltammetry data and offers accurate interpretations of complex electrochemical data. BACKGROUND: Electrochemistry is a readily accessible and valuable tool for researchers to...

Published: 7/19/2023 | Inventor(s): Chong Liu, Quanquan Gu, Benjamin Hoar, Weitong Zhang

Keywords(s): Algorithm, Instrumentation & Analysis, Life Science Research Tools, Machine Learning, Software & Algorithms

Category(s): Life Science Research Tools > Research Methods, Electrical > Instrumentation, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Programs

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

2022-243 A Computerized Tool Designed to Provide Cognitive Assistance for the Diagnosis of the Neurological Symptoms that may Appear After a Head Trauma in Children and Young Adults

Summary: UCLA researchers in the David Geffen School of Medicine and USC researchers in the Viterbi School of Engineering have developed a computerized diagnostic tool which can identify and rank the probability of neurological symptoms that may appear after a head trauma in childhood and adolescence solely based on patient-reported symptoms. Background: Head...

Published: 7/19/2023 | Inventor(s): Shahram Yazdani, Ronald Henry, Christopher Giza

Keywords(s): Algorithm, Artificial Intelligence, Artificial Neural Network, Diagnostic Test, Head Injury, Medical Device, Software & Algorithms, Spinal Cord Injury, Trauma (Medicine), Traumatic Brain Injury

Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices

2022-104 ACTIVE LEARNING FOR THE SUBGRAPH MATCHING PROBLEM

SUMMARY: UCLA researchers in the Department of Mathematics have developed a technology to improve Artificial Intelligence pattern recognition for image segmentation, bio-chemical reactions and security applications. BACKGROUND: Recently, there has been an increase in the quantity and complexity of generated data. Businesses that deal with large...

Published: 7/19/2023 | Inventor(s): Andrea Bertozzi, Yurun Ge

Keywords(s): Algorithm, Software, Software & Algorithms, Software Development Tools

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

2022-194 GEOSPATIAL TREND DETECTION METHOD

SUMMARY: UCLA researchers in the Department of Geography have developed a robust geospatial trend detection method that works with any combination of spatial aggregations, dimensions and variables, allowing researchers to compare geospatial trends across a variety of resolution levels. BACKGROUND: Since the adaptation of satellites that were capable...

Published: 7/19/2023 | Inventor(s): Solomon Vimal

Keywords(s): Algorithm, Communications Satellite, Energy & Water, Geographic Profiling, Image Processing, Seawater, Software, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Energy & Environment > Water Monitoring & Treatment

2022-084 HUMAN LEUKOCYTE ANTIGEN HAPLOTYPE ANALYSIS TOOLKIT (HLA-HAT)

SUMMARY: UCLA researchers in the department of Medicine, Hematology and Oncology have developed software which facilitates the clinically relevant investigation of genetic antigen heterogeneity within human leukocytes BACKGROUND: Human leukocyte antigen system is a critical component of the immune system. A major part of this is a series of genes...

Published: 7/19/2023 | Inventor(s): Katie Campbell

Keywords(s): Algorithm, Allele, Autoimmune Disease, Bioinformatics, Biotechnology, CD3 (Immunology) Human Leukocyte Antigen, Functional Genomics, Genetic Algorithm, Genetic Testing, Immunology, Inflammation, Instrumentation & Analysis, Sequencing, Software, Software & Algorithms

Category(s): Life Science Research Tools, Software & Algorithms, Software & Algorithms > Bioinformatics

2021-210-HOLOGRAPHIC IMAGE RECONSTRUCTION WITH PHASE RECOVERY AND AUTOFOCUSING USING RECURRENT NEURAL NETWORKS

SUMMARY: UCLA researchers in the Department of Electrical & Computer Engineering have developed an innovative recurrent neural network algorithm that improves image quality and increases the speed of holographic image reconstruction. BACKGROUND: Tissue biopsies are a commonly used tool for disease diagnosis. Pathologists have been transitioning...

Published: 7/19/2023 | Inventor(s): Aydogan Ozcan

Keywords(s): Algorithm, Artificial Intelligence, Biopsy, Digital Holography, Digital Photography, Holography, Imaging, Microscopy, Microscopy And Imaging, Optics, Tissue (Biology)

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

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