Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction. - Haley G. Abramson; Dan M. Popescu; Rebecca Yu; Changxin Lai; Julie K. Shade; Katherine C. Wu; Mauro Maggioni; Natalia A. Trayanova (CoRR, 2020)

LASSNet: A Four Steps Deep Neural Network for Left Atrial Segmentation and Scar Quantification. - Arthur L. Lefebvre; Carolyna A. P. Yamamoto; Julie K. Shade; Ryan P. Bradley; Rebecca Yu; Rheeda L. Ali; Dan M. Popescu; Adityo Prakosa; Eugene G. Kholmovski; Natalia A. Trayanova (LAScarQS@MICCAI, 2022)

Graph Fourier Neural Kernels (G-FuNK): Learning Solutions of Nonlinear Diffusive Parametric PDEs on Multiple Domains. - Shane E. Loeffler; Zan Ahmad; Syed Yusuf Ali; Carolyna A. P. Yamamoto; Dan M. Popescu; Alana Yee; Yash Lal; Natalia A. Trayanova; Mauro Maggioni (CoRR, 2024)