2 papers
eess.IV2026
How well do routinely collected demographic and clinical variables aid point-of-care lung ultrasound TB classification
Joshua M. Jansen van Vüren, Christiaan M. Geldenhuys, Devendra S. Parihar +7
We consider the fusion of lung ultrasound images with routinely-collected clinical and demographic data for the purpose of automated tuberculosis (TB) screening using deep-learning…
cs.LG2026
Cross-cohort TB classification using clinical data gathered in Uganda and South Africa
Joshua M. Jansen van Vüren, Devendra S. Parihar, Daphne Naidoo +8
We present a first evaluation of machine learning applied to patient clinical and demographic data gathered in two different countries for the purpose of tuberculosis (TB) screenin…