Deep learning predicts resistance to neoadjuvant chemotherapy for locally advanced gastric cancer: a multicenter study.

Jiayi ZhangYanfen CuiKaikai WeiZhenhui LiDandan LiRuirui SongJialiang RenXin GaoXiaotang Yang

Published in: Gastric cancer : official journal of the International Gastric Cancer Association and the Japanese Gastric Cancer Association (2022)

A CT-based model using DL showed promising performance for predicting NACT resistance in LAGC patients, which could provide valuable information in terms of individualized treatment.

Keyphrases

health information
neoadjuvant chemotherapy
deep learning
end stage renal disease
ejection fraction
chronic kidney disease
newly diagnosed
lymph node
prognostic factors
sentinel lymph node
magnetic resonance imaging
radiation therapy
contrast enhanced
patient reported outcomes
smoking cessation