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A Deep Learning, Computer Vision-Based Tissue Countdown to Cancer (Case No. 2019-490)
Summary: UCLA researchers in the Department of Radiological Sciences have developed a novel computational pipeline to predict the likelihood of cancer based on subtle changes observed on chronological medical images using deep learning algorithms. Background: Advances in biotechnology have generated large quantities of detailed information on patients’...
Published: 9/27/2024
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Inventor(s):
William Hsu
,
Corey Arnold
,
Dieter Enzmann
Keywords(s):
All Types
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Artifical Intelligence (Machine Learning, Data Mining)
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Bioinformatics
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Diagnostic Markers & Platforms
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Diagnostic Platform Technologies (E.G. Microfluidics)
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Image Processing
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Life Science Research Tools
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Medical Imaging
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Oncology
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Software
Category(s):
Software & Algorithms > Bioinformatics
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Software & Algorithms > Artificial Intelligence & Machine Learning
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Platforms > Diagnostic Platform Technologies
2016-595 DEEP-LEARNING-BASED COMPUTERIZED PROSTATE CANCER CLASSIFICATION USING A HIERARCHICAL CLASSIFICATION FRAMEWORK
Case No. 2016-595SUMMARYUCLA researchers in the Department of Radiological Sciences have developed a deep-learning-based computerized algorithm for classification of prostate cancer using multi-parametric-MRI images.BACKGROUNDProstate cancer is currently the most common form of cancer found in men. Diagnostic imaging is a crucial component of classifying...
Published: 7/19/2023
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Inventor(s):
Kyung Hyun Sung
,
William Hsu
,
Shiwen Shen
,
Xinran Zhong
Keywords(s):
Diagnostic Markers & Platforms
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Life Science Research Tools
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Medical Imaging
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Microscopy And Imaging
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MRI
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Oncology
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Software
Category(s):
Life Science Research Tools
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Life Science Research Tools > Microscopy And Imaging
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Diagnostic Markers
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Medical Devices > Medical Imaging
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Medical Devices > Medical Imaging > MRI
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Therapeutics > Oncology
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Software & Algorithms > Programs