Multi-task deep learning-based radiomic nomogram for prognostic prediction in locoregionally advanced nasopharyngeal carcinoma.

Bingxin GuMingyuan MengMingzhen XuDavid Dagan FengLei BiJinman KimShaoli Song

Published in: European journal of nuclear medicine and molecular imaging (2023)

Our study demonstrated that MTDLR nomogram can perform reliable and accurate prognostic prediction in LA-NPC patients, and also enabled better patient stratification, which could facilitate personalized treatment planning.

Keyphrases

deep learning
end stage renal disease
ejection fraction
lymph node metastasis
peritoneal dialysis
prognostic factors
case report
machine learning