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cs.CV2026
A Novel Deep Learning Method for Segmenting the Left Ventricle in Cardiac Cine MRI
Wenhui Chu, Aobo Jin, Hardik A. Gohel
This research aims to develop a novel deep learning network, GBU-Net, utilizing a group-batch-normalized U-Net framework, specifically designed for the precise semantic segmentatio…
cs.CV2026★ 2 cited
Two Deep Learning Approaches for Automated Segmentation of Left Ventricle in Cine Cardiac MRI
Wenhui Chu, Nikolaos V. Tsekos
Left ventricle (LV) segmentation is critical for clinical quantification and diagnosis of cardiac images. In this work, we propose two novel deep learning architectures called LNU-…