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Muhammad Usman

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Open access Aug 2026

MACHINE LEARNING MODELS FOR EARLY DETECTION AND PUBLIC HEALTH MANAGEMENT OF TUBERCULOSIS

The Gradient Boosting Machine (GBM) model demonstrated superior performance on the test set, and its high specificity may reduce unnecessary confirmatory testing, while its core predictors offer biological insights into TB-associated inflammatory processes.

Yahya Khan, Lisa Sullivan, Danial Khan et al. · 0 citations

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