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2022-140 Label-Free Virtual HER2 Immunohistochemical Staining of Breast Tissue Using Deep Learning
SUMMARY: UCLA researchers in the Departments of Bioengineering and Electrical and Computer Engineering have developed a deep learning-based algorithm that can detect and quantify the breast cancer marker human epidermal growth factor receptor 2 (HER2) in microscopic images without the need for time-consuming immunohistochemical staining (IHC). BACKGROUND:...
Published: 4/9/2024
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Inventor(s):
Aydogan Ozcan
,
Yair Rivenson
,
Bijie Bai
,
Hongda Wang
Keywords(s):
Artifical Intelligence (Machine Learning, Data Mining)
,
Biomarker
,
Bladder Cancer
,
Breast Cancer
,
Cancer
,
Cancer Immunotherapy
,
Computer Aided Learning
,
Diagnostic Markers & Platforms
,
Diagnostic Test
,
Fluorescence
,
Fluorescent Labelling
,
HER2/Neu
,
Histology
,
Immune System
,
Immunohistochemistry
,
Life Science Research Tools
,
Machine Learning
,
Optics
,
Research Methods
,
Unsupervised Learning
Category(s):
Life Science Research Tools
,
Life Science Research Tools > Research Methods
,
Diagnostic Markers
,
Diagnostic Markers > Immunology
,
Medical Devices > Medical Imaging
,
Medical Devices > Medical Imaging > Fluorescence
,
Software & Algorithms > Artificial Intelligence & Machine Learning
,
Optics & Photonics
Biocompatible, Degradable Hollow Shell Particles for High-Throughput Screening and Sorting of Cells (Case No. 2021-026)
Summary: UCLA researchers in the Department of Bioengineering have developed a microfluidic technique that can encapsulate specific cells and separate them with fluorescence cell sorters. Background: The interest in cell-derived byproducts such as recombinant therapeutic proteins and antibody therapy has increased in the past years. Typically,...
Published: 11/15/2024
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Inventor(s):
Dino Di Carlo
,
Mark Van Zee
,
Joseph de Rutte
,
Sohyung Lee
Keywords(s):
Assay
,
Bioassay
,
Cell Growth
,
Fluorescence
,
Fluorescent Labelling
,
High-Content Screening
,
High-Throughput Screening
,
Nanotechnology
,
Screening Libraries
Category(s):
Life Science Research Tools
,
Life Science Research Tools > Screening Libraries
,
Life Science Research Tools > Cell Lines
,
Life Science Research Tools > Cell Counting And Imaging
,
Materials > Nanotechnology