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Copyright: Smart Histopathological Image Viewer With Guidance Generated by Artificial Intelligence (Case No. 2023-103)
Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed an AI-guided, smart histopathological image viewer to aid clinicians in the identification of regions of interest. Background: Digital pathology has transformed traditional glass histology slides into high-resolution digital slide images, priming the...
Published: 10/25/2023
|
Inventor(s):
Xiang Chen
,
Hongyan Gu
,
Mohammad Haeri
,
Shino Magaki
Keywords(s):
Artifical Intelligence (Machine Learning, Data Mining)
,
Artificial Neural Network
,
Clinical decision support system
,
Computer-Aided Diagnosis
,
Digital Health
,
Digital Pathology
,
Histopathological image analysis
,
Histopathology
,
histopathology images
,
Human-AI collaboration
,
Human-AI interaction
,
Medical artificial intelligence (AI)
,
Medical Imaging
,
pathology image analysis
Category(s):
Electrical
,
Electrical > Imaging
,
Medical Devices
,
Medical Devices > Medical Imaging
,
Software & Algorithms
,
Software & Algorithms > Digital Health
,
Software & Algorithms > Artificial Intelligence & Machine Learning
,
Software & Algorithms > Image Processing
The Growing Role of Digital Pathology and Machine Learning in Cancer Diagnostics (UCLA Case No. 2021-134)
Summary: Researchers at UCLA's Department of Radiological Sciences have developed an active learning methodology for digital
pathology image analysis
, addressing challenges posed by inconsistent annotations and revolutionizing the training of diagnostic algorithms. Background: The global digital pathology market is anticipated to experience significant...
Published: 8/9/2023
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Inventor(s):
Corey Arnold
,
Wenyuan Li
,
Jiayun Li
,
William Speier
Keywords(s):
active learning
,
Artifical Intelligence (Machine Learning, Data Mining)
,
Artificial Intelligence
,
Artificial Neural Network
,
artificial-intelligent materials
,
computational imaging task
,
convolutional networks
,
curriculum learning
,
Deep Learning
,
deep physical neural network
,
Digital Pathology
,
dynamic identification
,
Histopathological image analysis
,
histopathology images
,
Image Processing
,
Magnetic Resonance Imaging Pathology
,
Medical Devices and Materials
,
Medical Imaging
,
noisy annotations
,
noisy label detection
,
pathology image analysis
Category(s):
Software & Algorithms
,
Software & Algorithms > Image Processing
,
Electrical > Imaging
,
Medical Devices > Medical Imaging