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An enhanced classification of bacteria pathogen on microscopy images using deep learning

Classification of bacteria pathogens has significant importance issues in the clinical microbiology field. The taxonomy identification of bacteria is usually recognized through microscopy imaging. The classical procedure has the lacks detection and a high misclassification rate. Recently, computer-a...

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Bibliographic Details
Main Authors: Son Ali, Akbar, Kamarul Hawari, Ghazali, Habsah, Hasan, Zeehaida, Mohamed, Wahyu Sapto, Aji
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2021
Subjects:
QH Natural history
RB Pathology
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://umpir.ump.edu.my/id/eprint/37877/1/An%20enhanced%20classification%20of%20bacteria%20pathogen%20on%20microscopy%20images_FULL.pdf
http://umpir.ump.edu.my/id/eprint/37877/2/An%20enhanced%20classification%20of%20bacteria%20pathogen%20on%20microscopy%20images%20.pdf
http://umpir.ump.edu.my/id/eprint/37877/
https://doi.org/10.1109/ISRITI54043.2021.9702809
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http://umpir.ump.edu.my/id/eprint/37877/1/An%20enhanced%20classification%20of%20bacteria%20pathogen%20on%20microscopy%20images_FULL.pdf
http://umpir.ump.edu.my/id/eprint/37877/2/An%20enhanced%20classification%20of%20bacteria%20pathogen%20on%20microscopy%20images%20.pdf
http://umpir.ump.edu.my/id/eprint/37877/
https://doi.org/10.1109/ISRITI54043.2021.9702809

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