Machine Learning-Based Interpretable Screening for Osteoporosis in Tuberculosis Spondylitis Patients Using Blood Test Data: Development and External Validation of a Novel Web-Based Risk Calculator with Explainable Artificial Intelligence (XAI)

Machine Learning-Based Interpretable Screening for Osteoporosis in Tuberculosis Spondylitis Patients Using Blood Test Data: Development and External Validation of a Novel Web-Based Risk Calculator with Explainable Artificial Intelligence (XAI)

Parhat Yasin,1 Liwen Ding,2 Mardan Mamat,3 Wei Guo,4 Xinghua Song1,5 1Department of Spine Surgery, The Sixth Affiliated Hospital of Xinjiang Medical University, Urumqi, Xinjiang, 830000, People’s Republic of China; 2College of Pediatrics, Xinjiang Medical University, Urumqi, Xinjiang, 830000, People...

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Bibliographic Details
Main Authors: Yasin P, Ding L, Mamat M, Guo W, Song X
Format: Article
Language:English
Published: Dove Medical Press 2025-05-01
Series:Infection and Drug Resistance
Subjects:
Tuberculosis Spondylitis
Osteoporosis
Machine Learning
Threshold Tuning
Logistic Regression
Online Access:https://www.dovepress.com/machine-learning-based-interpretable-screening-for-osteoporosis-in-tub-peer-reviewed-fulltext-article-IDR
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