Comprehensive Framework for Tuberculosis Detection Using Deep Learning and Image Processing in Whole-Slide Images

Comprehensive Framework for Tuberculosis Detection Using Deep Learning and Image Processing in Whole-Slide Images

Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTb), remains one of the leading causes of death globally, primarily affecting the lungs. Recent technological advancements have improved TB detection, particularly through the application of deep learning (DL) techniques. This research involv...

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Bibliographic Details
Main Authors: Terisara Micaraseth, Shanop Shuangshoti, Kantawatchr Chaiprabha, Natcha Wanpiyarat, Poonchavist Chantranuwatana, Gridsada Phanomchoeng
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Deep learning
tuberculosis
acid-fast bacilli
convolutional neural network (CNN)
classification
Online Access:https://ieeexplore.ieee.org/document/10993436/
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https://ieeexplore.ieee.org/document/10993436/

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