Development of machine learning model algorithm for prediction of 5-year soft tissue myxoid liposarcoma survival.

MLS is a soft-tissue sarcoma with adjunct treatment options that are, in part, decided by prognostic survival. We developed the first machine-learning predictive algorithm specifically for MLS using the SEER registry that retained performance during external validation with institutional data.