Artificial intelligence-based technology to make a three-dimensional pelvic model for preoperative simulation of rectal cancer surgery using MRI.

Atsushi HamabeMasayuki IshiiRena KamodaSaeko SasugaKoichi OkuyaKenji OkitaEmi AkizukiRyo MiuraTakahiro KoraiIchiro Takemasa

Published in: Annals of gastroenterological surgery (2022)

Though there is room to improve the segmentation accuracy, the algorithm developed in this study can be utilized for surgical simulation in the treatment of advanced rectal cancer.

Keyphrases

rectal cancer
artificial intelligence
deep learning
machine learning
locally advanced
big data
minimally invasive
convolutional neural network
magnetic resonance imaging
patients undergoing
coronary artery bypass
squamous cell carcinoma
computed tomography
neural network