Topographic Identification of High-Risk Valvular Regions for Patients With Calcific Degenerative Aortic Valve Stenosis. - John A. Sims; Rodrigo Castaldoni; Jose de Arimateia Araujo-Filho; Roberto Victor; Thamara Morais; Antonio de Santis; Pedro Alves Lemos; Flavio Tarassouti; Marcelo Vieira; João Salinet; Antonildes N. Assunção Jr.; Cesar H. Nomura (CinC, 2019)

A combined deep-learning approach to fully automatic left ventricle segmentation in cardiac magnetic resonance imaging. - Ramon Alfredo Moreno; Marina F. S. de Sá Rebelo; Talles Carvalho; Antonildes N. Assunção; Roberto Nery Dantas; Renata do Val; Angela S. Marin; Adriano Bordignom; Cesar H. Nomura; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

Improving the generalization of deep learning methods to segment the left ventricle in short axis MR images. - Catharine V. Graves; Ramon Alfredo Moreno; Marina S. Rebelo; Cesar H. Nomura; Marco A. Gutierrez 001 (EMBC, 2020)

U-Net Neural Network for Locating Midpoint of Insertion Zone of Transcatheter Aortic Valves in CTA Images. - Eduardo Mineo; Antonildes N. Assunção Jr.; Thamara Morais; Sérgio F. Câmara; Henrique B. Ribeiro; John A. Sims; Cesar H. Nomura (CinC, 2021)

Cardiac motion estimation using pyramid, warping, and cost volume neural network. - Catharine V. Graves; Ramon Alfredo Moreno; Marina F. S. de Sá Rebelo; Adriano Bordignom; Cesar H. Nomura; Marco A. Gutierrez 001 (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2021)

Automatic myocardium strain quantification in MR synthetic images with Deep Leaning. - Catharine V. Graves; Marina F. S. de Sá Rebelo; Ramon Alfredo Moreno; Cesar H. Nomura; Marco A. Gutierrez 001 (EMBC, 2022)

Siamese pyramidal deep learning network for strain estimation in 3D cardiac cine-MR. - Catharine V. Graves; Marina F. S. de Sá Rebelo; Ramon Alfredo Moreno; Roberto Nery Dantas-Jr; Antonildes N. Assunção Jr.; Cesar H. Nomura; Marco A. Gutierrez 001 (Comput. Medical Imaging Graph., 2023)