Validity of machine learning in biology and medicine increased through collaborations across fields of expertise. - Maria Littmann; Katharina Selig; Liel Cohen-Lavi; Yotam Frank; Peter Hönigschmid; Evans Kataka; Anja Mösch; Kun Qian 003; Avihai Ron; Sebastian Schmid 002; Adam Sorbie; Liran Szlak; et al. (Nat. Mach. Intell., 2020)