Ryu Muraoka

A novel machine-learning model using nuclear features to predict upper tract urothelial carcinoma recurrence

Abstract Upper-tract urothelial carcinoma (UTUC) is rare, constitutes < 5% of urothelial cancers, and, given its insidious clinical presentation, is typically diagnosed at advanced stages; post-radical nephroureterectomy recurrence remains challenging. Postoperative management is...