Advanced liver fibrosis detection using a two-stage deep learning approach on standard T2-weighted MRI.

Objectives: To develop and validate a deep learning model for automated detection of advanced liver fibrosis using standard T2-weighted MRI. Methods: We utilized two datasets: the public CirrMRI600 + dataset (n = 374) containing T2-weighted MRI scans from patients with cirrhosis (n = 318) and health...

Full description

Bibliographic Details

Published in:	Abdominal Radiology Vol. 51; no. 4; pp. 1770 - 1783
Main Authors:	Gupta, Pankaj, Singh, Shravya, Gulati, Ajay, Dutta, Niharika, Aggarwal, Yashika, Kalra, Naveen, Premkumar, Madhumita, Taneja, Sunil, Verma, Nipun, De, Arka, Duseja, Ajay
Format:	Journal Article
Published:	Springer Nature Apr2026
Online Access:	View this record in EBSCOhost