Development of Machine Learning Models for Predicting the 1-Year Risk of Reoperation After Lower Limb Oncological Resection and Endoprosthetic Reconstruction Based on Data From the PARITY Trial.

Jiawen DengMyron MoskalykMatthew Shammas-TomaAhmed AoudeMichelle GhertSahir BhatnagarAnthony Bozzo

Published in: Journal of surgical oncology (2024)

The models may facilitate reoperation risk stratification, allowing for better patient counseling and for physicians to implement measures that reduce surgical risks.

Keyphrases

lower limb
machine learning
primary care
big data
case report
clinical trial
electronic health record
study protocol
phase iii
rectal cancer
artificial intelligence
human health
radical prostatectomy
antiretroviral therapy