Drug-Resistant Tuberculosis Treatment Recommendation, and Multi-Class Tuberculosis Detection and Classification Using Ensemble Deep Learning-Based System

Drug-Resistant Tuberculosis Treatment Recommendation, and Multi-Class Tuberculosis Detection and Classification Using Ensemble Deep Learning-Based System

This research develops the TB/non-TB detection and drug-resistant categorization diagnosis decision support system (TB-DRC-DSS). The model is capable of detecting both TB-negative and TB-positive samples, as well as classifying drug-resistant strains and also providing treatment recommendations. The...

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Bibliographic Details
Main Authors: Chutinun Prasitpuriprecha, Sirima Suvarnakuta Jantama, Thanawadee Preeprem, Rapeepan Pitakaso, Thanatkij Srichok, Surajet Khonjun, Nantawatana Weerayuth, Sarayut Gonwirat, Prem Enkvetchakul, Chutchai Kaewta, Natthapong Nanthasamroeng
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Pharmaceuticals
Subjects:
ensemble deep learning
multiclass-AMIS
chest X-ray
drug-resistant
tuberculosis
web application diagnosis
Online Access:https://www.mdpi.com/1424-8247/16/1/13

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