Integrating Machine Learning and Tumor Immune Signature to Predict Oncologic Outcomes in Resected Biliary Tract Cancer.

Gu-Wei JiKe WangYong-Xiang XiaJin-Song WangXue-Hao WangXiang-Cheng Li

Published in: Annals of surgical oncology (2020)

The immune signature promises to stratify prognosis and allocate treatment in resected BTC. The clinical-immune GBM models accurately predict recurrence and death from BTC following surgery.

Keyphrases

machine learning
lymph node
minimally invasive
papillary thyroid
coronary artery bypass
prostate cancer
type diabetes
squamous cell carcinoma
coronary artery disease
metabolic syndrome
deep learning
young adults
robot assisted
skeletal muscle
insulin resistance
weight loss
percutaneous coronary intervention