Deep-Learning Segmentation of Epicardial Adipose Tissue Using Four-Chamber Cardiac Magnetic Resonance Imaging.
Daudé P, Ancel P, Confort Gouny S, Jacquier A, Kober F, Dutour A, Bernard M, Gaborit B, Rapacchi S.
Daudé P, et al.
Diagnostics (Basel). 2022 Jan 6;12(1):126. doi: 10.3390/diagnostics12010126.
Diagnostics (Basel). 2022.
PMID: 35054297
Free PMC article.
The investigation involved 100 subjects-comprising healthy, obese, and diabetic patients-who underwent 3T cardiac cine MRI, optimized U-Net and FCN (noted FCNB) were trained on three consecutive cine frames for segmentation of central frame using dice loss. ...Networks' pe …
The investigation involved 100 subjects-comprising healthy, obese, and diabetic patients-who underwent 3T cardiac cine MRI, optimized U-Net …