Transforming Health Care Through Evidence and Collaboration
Transforming Health Care Through Evidence and Collaboration

This paper demonstrates how machine learning techniques can be applied to data from electronic health records to predict mortality for patients initiating chemotherapy. The model’s predictions performed better than mortality estimates derived from randomized trials of specific treatment regimens. The work holds promise for possible adoption in clinical settings as a tool that can improve shared decision making about chemotherapy initiation.