AI for Healthcare

Repositories

• https://github.com/cart-pucminas/WHO-forecasting

• https://github.com/cart-pucminas/pneumonia

Publications

1. SCARLATELLI, J. V. F.; ARAÚJO, V. S.; BORJAILI, N. A. V.; MILITÃO, V. D. B.; VIEGAS, Y. C.; FREITAS, H. C.; CUNHA, F. D., A Federated Learning Approach for Distributed Alzheimer’s Disease Diagnosis Using Brain MRI, 8th International Workshop on Urban Computing (UrbCom), Reykjavik, 2026. (accepted)

2. MOURA, D. S.; RIGO, S. J.; FREITAS, H. C.; RIGHI, R. R., CertiCheck-FTA: Interpretable Fraud Detection in Medical Certificates using Multimodal LLMs, in the International Conference on Cloud Computing and Services Science (CLOSER), Benidorm, Volume 1, pp. 25-36, 2026.

3. GOMES, J. V. P.; OLIVEIRA, W. F.; OLIVEIRA, F. G.; DINIZ, R. H. N.; SOUZA, M. A.; CUNHA, F. D., SoundEyes: Audiodescrição de Obstáculos para Pessoas com Deficiência Visual. In: Simpósio Brasileiro de Computação Ubíqua e Pervasiva (SBCUP), Maceió, p. 51-60, 2025. 

4. GONÇALVES, A. C. M.; NASCIMENTO, L.; LEITE, A. L. P.; BRITO, M. E.; ASSIS, E.; FREITAS, H. C.; NOBRE, C. N.; Selection of Representative Instances using Ant Colony Optimization: A Case Study in a Database of Newborns with Congenital Zika in Brazil,  In Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 2: HEALTHINF, Porto, Portugal, pages 587-594, 2025.

5. SOARES, F. A. L.; FREITAS, H. C., Automated and Intelligent System for World Health Organization Data Forecasting, in Wiley Expert Systems (ES), Vol. 41, Issue 4, e13521, 2024.

6. SOARES, Felipe A. L.; LOUSADA, Efrem E. O.; SILVEIRA, Tiago B.; MINI, Raquel A. F.; ZÁRATE, Luis E.; FREITAS, Henrique C.. Analysis and Prediction of Childhood Pneumonia Deaths using Machine Learning Algorithms. In: SYMPOSIUM ON KNOWLEDGE DISCOVERY, MINING AND LEARNING (KDMILE), 9. , 2021, Rio de Janeiro. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, p. 16-23, 2021.