Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models. - Luís Rosa 002; Hugo Faria; Reza Tabrizi; Simão Gonçalves; Fábio Silva; Cesar Analide (IWINAC (1), 2022)

Predictive Biomarkers in Melanoma: Detection of BRAF Mutation Using Dermoscopy. - Maria Rita Verdelho; Simão Gonçalves; Luisa Gonçalves; Catarina Costa; José M. Lopes; Margarida M. V. Coelho; Alexandre João; Paula Soares; Helena Pópulo; Catarina Barata (AIIIMA/MIABID@MICCAI, 2022)

Supervising the Centroid Baseline for Extractive Multi-Document Summarization. - Simão Gonçalves; Gonçalo M. Correia; Diogo Pernes; Afonso Mendes (CoRR, 2023)

Multimorbidity in Heart Failure Patients: Application of Machine Learning Algorithms to Predict Imminent Health Outcomes. - Jorge Cerejo; Rui Lopes Baeta; Simão Gonçalves; Bernardo Neves; Pedro Sarmento; José-Maria Moreira; Nuno André da Silva; Francisca Pais Leite; Bruno Martins 001; Mário J. Silva (BIOSTEC (2): HEALTHINF, 2025)

Zero-shot learning for clinical phenotyping: Comparing LLMs and rule-based methods. - Bernardo Neves; José-Maria Moreira; Simão Gonçalves; Jorge Cerejo; Nuno André da Silva; Francisca Pais Leite; Mário J. Silva (Comput. Biol. Medicine, 2025)