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NARA Subscribed1
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Springer Nature1
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Medical & Biological Engineering & Computing1
Publication Year
20251
Giulia Rubiu results 1 · Newest (Page 1/1, per page 25)
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Deep learning approaches for the detection of scar presence from cine cardiac magnetic resonance adding derived parametric imagesNARA Subscribed
Medical & Biological Engineering & Computing · 2025 · Vol. 63 · Issue 1 · Springer
Francesca Righetti; Giulia Rubiu; Marco Penso; Sara Moccia; Maria L. Carerj; Mauro Pepi; Gianluca Pontone; Enrico G. Caiani
This work proposes a convolutional neural network (CNN) that utilizes different combinations of parametric images computed from cine cardiac magnetic resonance (CMR) images, to classify each slice for possible myocardial scar tissue presence. The CNN performance comparison in respect to expert interpretation of CMR with late gadolinium enhancement (LGE) images, used as ground truth (GT), was conducted on 206 patients (158 scar...
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