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

• Main Authors: Chutinun Prasitpuriprecha (Author), Sirima Suvarnakuta Jantama (Author), Thanawadee Preeprem (Author), Rapeepan Pitakaso (Author), Thanatkij Srichok (Author), Surajet Khonjun (Author), Nantawatana Weerayuth (Author), Sarayut Gonwirat (Author), Prem Enkvetchakul (Author), Chutchai Kaewta (Author), Natthapong Nanthasamroeng (Author)
• Format: Book
• Published: MDPI AG, 2022-12-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

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...