3 papers
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…
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…
Cough activity detection for automatic tuberculosis screening
Joshua Jansen van Vüren, Devendra Singh Parihar, Daphne Naidoo +4
The automatic identification of cough segments in audio through the determination of start and end points is pivotal to building scalable screening tools in health technologies for…