A deep-learning approach for segmentation of liver tumors in magnetic resonance imaging using UNet++

Abstract Objective Radiomic and deep learning studies based on magnetic resonance imaging (MRI) of liver tumor are gradually increasing. Manual segmentation of normal hepatic tissue and tumor exhibits limitations. Methods 105 patients diagnosed with hepatocellular carcinoma were retrospectively stud...

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Bibliographic Details
Main Authors: Jing Wang, Yanyang Peng, Shi Jing, Lujun Han, Tian Li, Junpeng Luo
Format: Article
Language:English
Published: BMC 2023-11-01
Series:BMC Cancer
Subjects:
Online Access:https://doi.org/10.1186/s12885-023-11432-x