Baseline characteristics of TB patients.

Baseline characteristics of TB patients.

<div><p>Despite advancements in detection and treatment, tuberculosis (TB), an infectious illness caused by the Mycobacterium TB bacteria, continues to pose a serious threat to world health. The TB diagnosis phase includes a patient’s medical history, physical examination, chest X-rays,...

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Bibliographic Details
Main Author: Shaik Ahamed Fayaz (19859670) (author)
Other Authors: Lakshmanan Babu (19859673) (author), Loganathan Paridayal (19859676) (author), Mahalingam Vasantha (533710) (author), Palaniyandi Paramasivam (19859679) (author), Karuppasamy Sundarakumar (19859682) (author), Chinnaiyan Ponnuraja (430196) (author)
Published: 2024
Subjects:
Science Policy
Infectious Diseases
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
receiver operating characteristic
patient &# 8217
na &# 239
many studies done
infectious illness caused
machine learning algorithms
909 ), precision
90 %), recall
75 %) among
mycobacterium tb bacteria
sputum culture conversion
1236 ptb patients
multiple ml models
predictive ml algorithm
predict treatment success
sputum culture
tb ),
treatment success
statistical algorithms
predictive performance
72 %),
60 %)
ml algorithm
ptb patients
ptb ).
tb patients
pulmonary tb
better algorithm
best algorithm
ml models
world health
unseen data
treatment period
serious threat
salient finding
physical examination
national institute
molecular testing
methodology may
medical history
laboratory procedures
historical data
highest accuracy
high performance
given treatment
dt model
decision tree
data analysis
chest x
artificial intelligence
80 %.
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