International Business Machines Corporation
Intelligent ranking of clinical trials for a patient

Abstract:

Method and apparatus for recommending clinical trials for patients. Embodiments include determining a plurality of clinical trials that a first patient is eligible to participate in. Embodiments further include determining a plurality of current attributes of the first patient. Embodiments further include determining a plurality of predicted attributes of the first patient for a future point in time. Embodiments further include generating a fitness measure for each of the plurality of clinical trials, with respect to the first patient, by processing data about each of the plurality of clinical trials, the plurality of current attributes, and the plurality of predicted attributes with a machine learning (ML) model. Embodiments further include ranking the plurality of clinical trials based on the generated fitness measures.