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Two-Stage Dynamic Synergistic Segmentation Method for Myocardial Pathology

Myocardial scar and edema segmentation from multi-sequence cardiac magnetic resonance (MS-CMR) is important for myocardial infarction assessment, but remains challenging due to heterogeneous modal characteristics, severe class imbalance, and the small, ambiguous nature of pathological regions. To ad...

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Main Authors: Dongsheng Ruan, Xiaolin Zhang, Zihan Yuan, Ziqian Lu, Ling Xia, Mingfeng Jiang
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-06-01
Series:Journal of Imaging
Subjects:
myocardial pathology segmentation
multi-modal cardiac MRI
small object segmentation
class imbalance
UNet
Online Access:https://www.mdpi.com/2313-433X/12/6/269
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