Automatic detection of motion artifacts on MRI using Deep CNN. - Irene Fantini; Letícia Rittner; Clarissa L. Yasuda; Roberto A. Lotufo (PRNI, 2018)

An extended-2D CNN for multiclass Alzheimer's Disease diagnosis through structural MRI. - Mariana Pereira; Irene Fantini; Roberto A. Lotufo; Letícia Rittner (Computer-Aided Diagnosis, 2020)

Automatic MR image quality evaluation using a Deep CNN: A reference-free method to rate motion artifacts in neuroimaging. - Irene Fantini; Clarissa L. Yasuda; Mariana P. Bento; Letícia Rittner; Fernando Cendes; Roberto A. Lotufo (Comput. Medical Imaging Graph., 2021)

Deep Learning in Large and Multi-Site Structural Brain MR Imaging Datasets. - Mariana P. Bento; Irene Fantini; Justin Park; Letícia Rittner; Richard Frayne (Frontiers Neuroinformatics, 2021)