Simão Gonçalves

According to our database, Simão Gonçalves authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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, Mário J. Silva

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2023

Supervising the Centroid Baseline for Extractive Multi-Document Summarization.

Simão Gonçalves, Gonçalo M. Correia, Diogo Pernes, Afonso Mendes

CoRR, 2023

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

Proceedings of the Artificial Intelligence over Infrared Images for Medical Applications and Medical Image Assisted Biomarker Discovery, 2022

Sentiment Analysis Based on Smart Human Mobility: A Comparative Study of ML Models.

Luís Rosa, Hugo Faria, Reza Tabrizi, Simão Gonçalves, Fábio Silva, Cesar Analide

Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022