Identifying subgroups in heart failure patients with multimorbidity by clustering and network analysis. - Catarina Martins; Bernardo Neves; Andreia Sofia Teixeira; Miguel Froes; Pedro Sarmento; Jaime Machado; Carlos A. Magalhães; Nuno André da Silva; Mário J. Silva; Francisca Pais Leite (BMC Medical Informatics Decis. Mak., 2024)

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)