Development and external validation of a machine learning model for prediction of survival in undifferentiated pleomorphic sarcoma.

Machine learning models perform well for survival prediction in UPS, though this sarcoma subtype may be more difficult to prognosticate than other subtypes. Future studies are needed to further validate the machine learning approach for UPS prognostication.