Saliency-based 3D convolutional neural network for categorising common focal liver lesions on multisequence MRI

Abstract Background The imaging features of focal liver lesions (FLLs) are diverse and complex. Diagnosing FLLs with imaging alone remains challenging. We developed and validated an interpretable deep learning model for the classification of seven categories of FLLs on multisequence MRI and compared...

Description complète

Enregistré dans:
Détails bibliographiques
Auteurs principaux: Shu-Hui Wang, Xin-Jun Han, Jing Du, Zhen-Chang Wang, Chunwang Yuan, Yinan Chen, Yajing Zhu, Xin Dou, Xiao-Wei Xu, Hui Xu, Zheng-Han Yang
Format: article
Langue:EN
Publié: SpringerOpen 2021
Sujets:
MRI
Accès en ligne:https://doaj.org/article/d040028a424a4073bc8776acf614b66e
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!