Publications
Filter Publications: 2021 - 2023
Books
Book Chapters: 2
2022
- , Towards Trustworthy Artificial Intelligent Systems, chapter of COVID-19 Contact Tracing Applications in Portugal: Effectiveness and Privacy Issues, Sep. 2022, Springer [bibTex]
2021
- , Artificial Intelligence Applications in Stroke, chapter of Precision Medicine in Stroke, May. 2021, Springer Nature [bibTex]
Articles
International Journal Articles: 4
2023
- , Learning the dynamics of realistic models of C. elegans nervous system with recurrent neural networks, article in Scientific Reports vol. 13 (467), Jan. 2023, Springer Nature [Article] [DOI Article link] [bibTex] [PDF]
2022
- , Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performance, article in Revista Portuguesa de Cardiologia vol. 41 (12) pp. 1011-1021, Dec. 2022, Elsevier [Article] [DOI Article link] [bibTex]
- , Modeling the Geospatial Evolution of COVID-19 using Spatio-temporal Convolutional Sequence-to-sequence Neural Networks, article in ACM Transactions on Spatial Algorithms and Systems vol. 8 (4) pp. 1-19, Dec. 2022, ACM [Article] [DOI Article link] [bibTex]
- , A blueprint for conscious machines, article in Proceedings of the National Academy of Sciences vol. 119 (23), Jun. 2022 [Article] [DOI Article link] [bibTex]
International Conferences: 9
2022
- , Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture, presented at EPIA Conference on Artificial Intelligence, Sep. 2022 [DOI Article link] [bibTex]
- , Physics-informed machine learning for reliable predictions of the behavioural dynamics of C. elegans, presented at 2022 Bernstein Conference, Sep. 2022 [DOI Article link] [bibTex]
- , Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans, presented at EPIA Conference on Artificial Intelligence, Sep. 2022 [DOI Article link] [bibTex]
- , Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions, presented at IEEE International Joint Conference on Neural Networks, Jul. 2022 [bibTex] [PDF]
- , Modelling the dynamic behaviour of the C. elegans nervous system with machine learning techniques, presented at 6th HBP Student Conference on Interdisciplinary Brain Research, Feb. 2022 [DOI Article link] [bibTex]
2021
- , Encoder-decoder architectures for clinically relevant coronary artery segmentation, presented at 11th International Conference on Computational Advances in Bio and medical Sciences, Dec. 2021 [bibTex] [PDF]
- , Using Recurrent Neural Networks to model the dynamic behaviour of the C. Elegans nervous system, presented at Champalimaud Research Symposium 2021, Oct. 2021 [bibTex]
- , Using Soft Labels to Model Uncertainty in Medical Image Segmentation, presented at MICCAI Brain Lesion workshop, Sep. 2021 [bibTex] [PDF]
- , Combining Off and On-Policy Training in Model-Based Reinforcement Learning, presented at Adaptive and Learning Agents @ AAMAS 2021, Jun. 2021 [bibTex] [PDF]