publicações selecionadas
-
artigo académico
- Risk Assessment Profiles for Caregiver Burden in Family Caregivers of Persons Living with Alzheimer’s Disease: An Exploratory Study with Machine Learning. European Journal of Investigation in Health, Psychology and Education. 2025
- Promoting sustainable and personalized travel behaviors while preserving data privacy. Transportation Engineering. 2025
- Privacy-Preserving Machine Learning on Apache Spark. IEEE Access. 2023
- Promoting sustainable and personalised travel behaviours while preserving data privacy. Transportation Research Procedia. 2023
- Electrocardiogram Beat-Classification Based on a ResNet Network. Studies in Health Technology and Informatics. 2019
- A data mining approach to classify serum creatinine values in patients undergoing continuous ambulatory peritoneal dialysis. Wireless Networks. 2019
-
artigo de conferência
- Generative Adversarial Networks in Healthcare: A Case Study on MRI Image Generation 2023
- SOTERIA: Preserving Privacy in Distributed Machine Learning 2023
- Assessment of an IoT Platform for Data Collection and Analysis for Medical Sensors 2018
- Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring CAPD study and statistics 2017
-
capítulo de livro
- Cloud-Based Privacy-Preserving Medical Imaging System Using Machine Learning Tools. International Journal on Software Tools for Technology Transfer. 2022
-
documento
- Towards a privacy-preserving distributed machine learning framework 2024
- Generative adversarial networks in healthcare: a case study on MRI image generation 2023
- Cloud-based analytics for monitoring and classification of arrhythmias 2018
- A Distributed Computing Solution for Privacy-Preserving Genome-Wide Association Studies
- Mastering Artifact Correction in Neuroimaging Analysis: A Retrospective Approach
- To FID or not to FID: Applying GANs for MRI Image Generation in HPC
-
livro