Publications

Books

Book Chapters: 2

2022

- Arlindo L. Oliveira, Towards Trustworthy Artificial Intelligent Systems, chapter of COVID-19 Contact Tracing Applications in Portugal: Effectiveness and Privacy Issues, Sep. 2022, Springer [bibTex]

2021

- Arlindo L. Oliveira, Artificial Intelligence Applications in Stroke, chapter of Precision Medicine in Stroke, May. 2021, Springer Nature [bibTex]

Articles

International Journal Articles: 4

2023

2022

- Pedro Carrilho Ferreira and Ana Rita Francisco and Tiago Rodrigues and Beatriz Silva and Miguel Nobre Menezes and João Coelho da silva and Arlindo L. Oliveira and Fausto J. Pinto, 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]
- Mário Cardoso and André Carlos Ruano Andrade Cavalheiro and Alexandre João Gomes Borges and Ana Filipa Duarte and Amílcar Soares and Maria João Pereira and Nuno Jardim Nunes and Leonardo Azevedo and Arlindo L. Oliveira, 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]
- Arlindo L. Oliveira, 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

- Tiago João Gaspar Ribeiro de Oliveira and Arlindo L. Oliveira, 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]
- Ruxandra-Georgeta Barbulescu and Arlindo L. Oliveira and L. Miguel Silveira, 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]
- Beatriz Vieira and Ana Catarina Fonseca and José Ferro and Arlindo L. Oliveira, 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]
- Ruxandra-Georgeta Barbulescu and Gonçalo Leote Mestre and Arlindo L. Oliveira and L. Miguel Silveira, 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

- João Lourenço Silva and Miguel Nobre Menezes and Beatriz Silva and Tiago Rodrigues and Fausto J. Pinto and Arlindo L. Oliveira, 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]
- Ruxandra-Georgeta Barbulescu and Gonçalo Leote Mestre and Arlindo L. Oliveira and L. Miguel Silveira, Using Recurrent Neural Networks to model the dynamic behaviour of the C. Elegans nervous system, presented at Champalimaud Research Symposium 2021, Oct. 2021 [bibTex]
- João Lourenço Silva and Arlindo L. Oliveira, Using Soft Labels to Model Uncertainty in Medical Image Segmentation, presented at MICCAI Brain Lesion workshop, Sep. 2021 [bibTex] [PDF]