Excited to share our viewpoint, “The myth of generalizability in clinical research & ML in health care”, now out in @LancetDigitalH w/ Morgan Simons, @basslinetherapy @FinaleDoshi & Leo Celi sciencedirect.com/science/articl… 1/x Perhaps a hot take, but we argue that an overemphasis on broad notions of generalizability overlook situations where ML can actually offer clinical utility 2/x

Mihaela van der Schaar kicking off day 2 of #MLHC2019 with work on learning individualized risk predictions in cancer Shots fired...Mihaela claims most current disease trajectory models are overly simplistic and not useful, due to the Markov assumption #MLHC2019