Article
Phenotypic subtypes of fibrotic hypersensitivity pneumonitis identified by machine learning consensus clustering analysis.
Respiratory research - 18 Jan 2024
Petnak Tananchai, Cheungpasitporn Wisit, Thongprayoon Charat, Sodsri Tulaton, Tangpanithandee Supawit, Moua Teng
Abstract excerpt
BACKGROUND: Patients with fibrotic hypersensitivity pneumonitis (f-HP) have varied clinical and radiologic presentations whose associated phenotypic outcomes have not been previously described. We conducted a study to evaluate mortality and lung transplant (LT) outcomes among clinical clusters of f-HP as characterized by an unsupervised machine learning approach. METHODS: Consensus cluster analysis was performed...
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