About
PhD in Informatics Engineering on Intelligent Systems: I developed novel strategies to improve the performance and generalisability of brain age models. I integrated the executive committee of neuromatch academy, an organisation which coordinates online summer schools for 3000+ students. I was an invited teacher assistant at the University of Coimbra.
Portfolio
Feel free to explore my coding repositories, where you can take a closer look at the various projects I've been involved in over the past years.
Publications
3DCAE-MRI: Overcoming Data Availability in Small Sample Size MRI Studies
Maria de Fátima Machado Dias, João Valente Duarte, Miguel Castelo-Branco, Paulo de Carvalho
Scientific Reports (2024) - Under review
Deformation fields: a new source of information to predict brain age
Maria de Fátima Machado Dias, Paulo de Carvalho, João Valente Duarte, Miguel Castelo-Branco
Journal of Neural Engineering (2022)
Cortical thickness in brain imaging studies using FreeSurfer and CAT12: A matter of reproducibility
Maria de Fátima Machado Dias, Paulo de Carvalho, Miguel Castelo-Branco, João Valente Duarte
Journal of Neural Engineering (2022)
Systems and methods for document processing using machine learning
João Leal, Maria de Fátima Machado Dias, Sara Pinto, Bruno Antunes, Paulo Gomes
US Patent App. 15/950,537 (2018)
A knowledge discovery methodology from EEG data for cyclic alternating pattern detection
Maria de Fátima Machado Dias, Paulo de Carvalho, João Valente Duarte, Miguel Castelo-Branco
Biomedical engineering online (2018)