Prediction of 5-year survival in soft tissue leiomyosarcoma using a machine learning model algorithm.
Pramod N KamalapathyMarcos R GonzalezTom M de GrootDipak RamkumarKevin A RaskinSoheil Ashkani-EsfahaniSantiago A Lozano CalderónPublished in: Journal of surgical oncology (2023)
Our study successfully developed five machine learning algorithms to assess 5-year survival in patients with LMS. The Elastic-Net Penalized Logistic Regression retained performance upon external validation with an AUC of 0.85 and Brier score of 0.15.