Ensemble deep learning enhanced with self-attention for predicting immunotherapeutic responses to cancers.
Jin W, Yang Q, Chi H, Wei K, Zhang P, Zhao G, Chen S, Xia Z, Li X.
Jin W, et al.
Front Immunol. 2022 Dec 1;13:1025330. doi: 10.3389/fimmu.2022.1025330. eCollection 2022.
Front Immunol. 2022.
PMID: 36532083
Free PMC article.
ELISE employed iterative univariable logistic regression to select genetic features of patients, using Monte Carlo Tree Search (MCTS) to tune hyperparameters. ...SHapley Additive exPlanations (SHAP) algorithm was applied to interpret ELISE, which was then validated …
ELISE employed iterative univariable logistic regression to select genetic features of patients, using Monte Carlo Tree Search (MCTS) …