Differential diagnoses of gallbladder tumors using CT-based deep learning.

Hiroaki Fujita Taiichi Wakiya Keinosuke Ishido Norihisa KimuraHayato NagaseTaishu Kanda Masashi MatsuzakaYoshihiro SasakiKenichi Hakamada

Published in: Annals of gastroenterological surgery (2022)

Our CT-based DL model exhibited high discriminating performance in patients with GBC and XGC. Our study proposes a novel concept for selecting the appropriate procedure and avoiding unnecessary invasive measures.

Keyphrases

deep learning
image quality
dual energy
computed tomography
contrast enhanced
magnetic resonance imaging
minimally invasive
machine learning
artificial intelligence
convolutional neural network