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2022-258 Deep Learning-Enabled Detection and Classification of Bacterial Colonies Using a Thin Film Transistor (TFT) Image Sensor
Summary: UCLA Researchers in the Department of Electrical and Computer Engineering have developed a
thin-film transistor
-based image sensor that can quantify and identify bacterial colony forming units (CFUs) with high accuracy using a deep-learning algorithm. Background: Bacterial infections are a leading cause of death every year in both developed...
Published: 7/19/2023
|
Inventor(s):
Aydogan Ozcan
,
Yuzhu Li
,
Tairan Liu
Keywords(s):
Antibacterial
,
Artificial Neural Network
,
Bacteria
,
Holography
,
Machine Learning
,
Magnetic Resonance Imaging Carotid Artery Stenosis
,
Thin-Film Transistor
,
Transistor
Category(s):
Software & Algorithms
,
Life Science Research Tools
,
Life Science Research Tools > Screening Libraries
,
Materials
,
Materials > Nanotechnology
,
Materials > Semiconducting Materials
,
Life Science Research Tools > Cell Counting And Imaging