I am an Assistant Professor at the Department of Informatics, Faculty of Sciences, University of Lisbon, and a researcher at LASIGE, contributing to the Health and Biomedical Informatics and Data and Systems Intelligence research lines.
My research lies at the intersection of computational innovation and impactful healthcare applications. I am focusing on unsupervised learning, particularly subspace clustering, and pattern-centric representation learning. I am motivated by problems in patient stratification, disease-progression modeling, and improving clinical decision support systems.
LASIGE and Department of Informatics, Ciências Ulisboa
E-mail: dfsoares(at)ciencias.ulisboa.pt
Office C6.3.38 @Ciências ULisboa