The Value of Deep Learning in Gallbladder Lesion Characterization.

Yunchao YinDerya YakarJules J G SlangenFrederik J H HoogwaterThomas C KweeRobbert J de Haas

Published in: Diagnostics (Basel, Switzerland) (2023)

The CT-based CNN shows promising ability to differentiate gallbladder cancer from benign gallbladder lesions. In addition, the liver parenchyma adjacent to the gallbladder seems to provide additional information, thereby improving the CNN's performance for gallbladder lesion characterization. However, these findings should be confirmed in larger multicenter studies.

Keyphrases

deep learning
convolutional neural network
computed tomography
healthcare
squamous cell carcinoma
machine learning
clinical trial
cross sectional
health information
social media
dual energy
double blind