Derivation and validation of a risk classification tree for patients with synovial sarcoma.

Dylan V NeelClement MaNatalie B CollinsJason L HornickGeorge D DemetriDavid S Shulman

Published in: Cancer medicine (2022)

Our analysis yields an intuitive risk-classification tree with discrete groups, which may provide useful information for researchers, patients, and clinicians. Prospective validation of this model may inform efforts at risk-stratifying treatment.

Keyphrases

machine learning
deep learning
newly diagnosed
ejection fraction
prognostic factors
patient reported outcomes
quality improvement