Interdisciplinary research on artificial intelligence, biomedical science, and diagnosis: Motivated by real-world challenges in clinical diagnosis, we explore new methods by combining artificial intelligence algorithms and domain knowledge for clinical usage. Our research could be used for lots of applications in AI for healthcare, bioinformatics, and some of our research has already been integrated to real-world clinical diagnosis systems.