Early prediction of Mycobacterium tuberculosis transmission clusters using supervised learning models

Abstract Identifying individuals with tuberculosis (TB) with a high risk of onward transmission can guide disease prevention and public health strategies. Here, we train classification models to predict the first sampled isolates in Mycobacterium tuberculosis transmission clusters from demographic a...

詳細記述

書誌詳細
出版年:Scientific Reports
主要な著者: Omid Gheysar Gharamaleki, Caroline Colijn, Inna Sekirov, James C. Johnston, Benjamin Sobkowiak
フォーマット: 論文
言語:英語
出版事項: Nature Portfolio 2024-11-01
オンライン・アクセス:https://doi.org/10.1038/s41598-024-78247-z