18 F-FDG-PET/CT-based deep learning model for fully automated prediction of pathological grading for pancreatic ductal adenocarcinoma before surgery.

Gong ZhangChengkai BaoYanzhe LiuZizheng WangLei DuYue ZhangFei WangBaixuan XuS Kevin ZhouJianhua Liu

Published in: EJNMMI research (2023)

To the best of our knowledge, this is the first deep learning model to end-to-end predict the pathological grading of PDAC in a fully automatic manner, which is expected to improve clinical decision-making.

Keyphrases

deep learning
artificial intelligence
convolutional neural network
decision making
machine learning
minimally invasive
healthcare
coronary artery bypass
coronary artery disease
high throughput
surgical site infection
neural network