 Smartphone-based mobile health platforms have drawn increasing attention from researchers developing point-of-care testing devices. Here the authors summarise recent progress and future directions of approaches combining microfluidics and artificial intelligence. This article was authored by Bangfong Wang, Iwei Li, Mengfang Zhu, and others.