Multimodeling for the prediction of patient readmissions in Intensive Care Units. - Marta P. B. Fernandes; Claudia F. Silva; Susana M. Vieira; João M. C. Sousa (FUZZ-IEEE, 2014)

Analysis of residential natural gas consumers using fuzzy c-means clustering. - Marta P. B. Fernandes; Joaquim L. Viegas; Susana M. Vieira; João M. C. Sousa (FUZZ-IEEE, 2016)

Seasonal Clustering of Residential Natural Gas Consumers. - Marta P. B. Fernandes; Joaquim L. Viegas; Susana M. Vieira; João M. C. Sousa (IPMU (1), 2016)

Multistage modeling for the classification of numerical and categorical datasets. - Cátia M. Salgado; Marta P. B. Fernandes; Alexandra Horta; Miguel Xavier; João M. C. Sousa; Susana M. Vieira (FUZZ-IEEE, 2017)

Short-term prediction in an Oscillating Water Column using Artificial Neural Networks. - Marta P. B. Fernandes; Susana M. Vieira; João C. C. Henriques; Duarte Valério; Luís M. C. Gato (IJCNN, 2018)

Clinical decision support tool for Co-management signalling. - Alexandra Horta; Cátia M. Salgado; Marta P. B. Fernandes; Susana M. Vieira; João Miguel da Costa Sousa; Ana Luísa Papoila; Miguel Xavier (Int. J. Medical Informatics, 2018)

Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review. - Marta P. B. Fernandes; Susana M. Vieira; Francisca Pais Leite; Carlos Palos; Stan N. Finkelstein; João M. C. Sousa (Artif. Intell. Medicine, 2020)

Brain health scores to predict neurological outcomes from electronic health records. - Marta P. B. Fernandes; Haoqi Sun; Zeina Chemali; Shibani S. Mukerji; Lidia M. V. R. Moura; Sahar F. Zafar; Akshata Sonni; Alessandro Biffi; Jonathan Rosand; M. Brandon Westover (Int. J. Medical Informatics, 2023)

Corrigendum to "Brain health scores to predict neurological outcomes from electronic health records" [Int. J. Med. Inform. (2023) 105270]. - Marta P. B. Fernandes; Haoqi Sun; Zeina Chemali; Shibani S. Mukerji; Lidia M. V. R. Moura; Sahar F. Zafar; Akshata Sonni; Alessandro Biffi; Jonathan Rosand; M. Brandon Westover (Int. J. Medical Informatics, 2024)