PET/CT deep learning prognosis for treatment decision support in esophageal squamous cell carcinoma.

Jiangdian SongJie ZhangGuichao LiuZhexu GuoHongxian LiaoWenhui FengWenxiang LinLei LiYi ZhangYuxiang YangBin LiuRuibang LuoHao ChenSiyun WangJian-Hua Liu

Published in: Insights into imaging (2024)

ESCC is associated with a poor prognosis and unclear ideal treatments. ESCCPro predicts the survival of patients with ESCC and the expected benefit from SA. ESCCPro improves clinicians' stratification of patients' prognoses.

Keyphrases

poor prognosis
pet ct
deep learning
end stage renal disease
long non coding rna
ejection fraction
newly diagnosed
chronic kidney disease
peritoneal dialysis
positron emission tomography
computed tomography
machine learning
patient reported
convolutional neural network