Why ML-based cough models do not generalize: a systematic cross-dataset evaluation for tuberculosis screening

Wensi Zhang, Tomas Teijeiro, Jérôme Thevenot +1

Cough acoustics are promising for non-invasive tuberculosis (TB) screening, yet whether machine learning (ML) models capture disease-related acoustics or artifacts of data collecti…