Search Results - instrumentation+%26+analysis

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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

2020-487 Early-Detection and Classification of Live Bacteria Using Time-Lapse Coherent Imaging and Deep Learning

Summary: Researchers from UCLA’s Electrical and Computer Engineering and Bioengineering Departments have invented a novel automated system that quickly detects and classifies colonies of live bacteria in water by using deep neural networks to analyze holographic images. Background: Early identification of pathogenic bacteria in food, water,...

Published: 11/15/2024 | Inventor(s): Aydogan Ozcan, Yair Rivenson, Hongda Wang, Hatice Ceylan Koydemir, Yunzhe Qiu

Keywords(s): Diagnostic Platform Technologies (E.G. Microfluidics), Hospital Systems And Devices, Imaging, Instrumentation & Analysis, Life Science Research Tools, Microscopy And Imaging

Category(s): Electrical > Instrumentation, Electrical > Imaging, Software & Algorithms, Diagnostic Markers, Software & Algorithms > Artificial Intelligence & Machine Learning

2021-104 Deep Learning-Based Spectral Reconstruction Using a Scalable Plasmonic Encoder

Summary: UCLA researchers in the department of Electrical and Computer Engineering have developed a deep learning-based device that uses a scalable plasmonic encoder to spectrally reconstruct a variety of complex mixed data from analytical chemistry to astronomy with high spectral resolution. Background: Optical sensors have become paramount in...

Published: 7/19/2023 | Inventor(s): Aydogan Ozcan, Calvin Brown, Artem Goncharov, Zachary Ballard, Yair Rivenson

Keywords(s): Artificial Intelligence, Image Processing, Instrumentation & Analysis, Machine Learning, Optics, Sensors

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

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: 9/19/2024 | 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

2022-037 PROFILE MONITOR FOR ULTRA-SMALL PARTICLE BEAMS

SUMMARY: UCLA researchers in the Department of Physics and Astronomy have developed a beam profile monitor capable of resolving ultra-small particle beams at sub-micron spot sizes. BACKGROUND: Modern optical applications utilizing ultra-high brightness beams, such as X-ray free electron lasers (XFEL), require monitoring the spatial distributions...

Published: 7/19/2023 | Inventor(s): Nathan Majernik

Keywords(s): Beam Divergence, Instrumentation, Instrumentation & Analysis, Ion Beam, Laser, Nanotechnology, Optics, Photonics

Category(s): Electrical > Sensors, Materials > Nanotechnology, Optics & Photonics

2020-158 SYSTEM AND METHOD FOR REAL-TIME MULTICOLOR SHORTWAVE INFRARED FLUORESCENCE IMAGING

UCLA researchers in the Department of Chemistry and Biochemistry have developed fluorescence imaging probes and methods to achieve multiplexed imaging in the shortwave infrared (SWIR, 1000 – 2000nm) region. The system and method developed allows high-contrast and resolution multiplexed imaging of whole animals in real-time. BACKGROUND: Real-time,...

Published: 7/19/2023 | Inventor(s): Ellen Sletten, Emily Cosco, Oliver Bruns

Keywords(s): Animal Imaging, Diagnostic Markers & Platforms, Fluorescence, Image Processing, Imaging, Instrumentation, Instrumentation & Analysis, Life Science Research Tools, Medical Imaging, Optics

Category(s): Life Science Research Tools, Life Science Research Tools > Animal Imaging, Life Science Research Tools > Lab Equipment, Diagnostic Markers, Medical Devices > Medical Imaging, Medical Devices > Medical Imaging > Fluorescence

2019-470 SYSTEMS AND METHODS FOR ANALYZING COMPONENTS OF MIXTURES

UCLA researchers in the Department of Chemistry and Biochemistry in collaboration with Caltech have developed a novel microcrystal electron diffraction (MicroED) system to unambiguously identify components of complex compound mixtures: delivering rapid, high-resolution atomic structures with minimal sample preparation or formal crystallization procedures. BACKGROUND:...

Published: 9/13/2023 | Inventor(s): Hosea Nelson

Keywords(s): Instrumentation, Instrumentation & Analysis, Structures, X-Ray

Category(s): Chemical > Instrumentation & Analysis