Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images

Pre-Trained Deep Convolutional Neural Network for Clostridioides Difficile Bacteria Cytotoxicity Classification Based on Fluorescence Images

<i>Clostridioides difficile</i> infection (CDI) is an enteric bacterial disease that is increasing in incidence worldwide. Symptoms of CDI range from mild diarrhea to severe life-threatening inflammation of the colon. While antibiotics are standard-of-care treatments for CDI, they are al...

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Bibliographic Details
Main Authors: Andrzej Brodzicki, Joanna Jaworek-Korjakowska, Pawel Kleczek, Megan Garland, Matthew Bogyo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
clostridioides difficile
fluorescence images
image analysis
classification
deep neural networks
convolutional neural networks
Online Access:https://www.mdpi.com/1424-8220/20/23/6713

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