Irene Fantini

According to our database, Irene Fantini authored at least 5 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Physics-Informed Neural Networks for Modelling Rheumatoid Arthritis Progression - A Novel Approach Integrating Pathophysiological Laws with Machine Learning.

Daniela L. Freire, Guilherme Megeto, Lucas Gessoni, Irene Fantini, Ricardo Dutra, Heloisa Leão, Maira Pitta, André C. P. L. F. de Carvalho

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2025, 2025

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

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

2020

An extended-2D CNN for multiclass Alzheimer's Disease diagnosis through structural MRI.

Mariana Pereira, Irene Fantini, Roberto A. Lotufo, Letícia Rittner

Proceedings of the Medical Imaging 2020: Computer-Aided Diagnosis, 2020

2018

Automatic detection of motion artifacts on MRI using Deep CNN.

Irene Fantini, Letícia Rittner, Clarissa L. Yasuda, Roberto A. Lotufo

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018