• Joana Cristo Santos, Hugo Alexandre, Miriam Seoane Santos, and Pedro Henriques Abreu. The Role of Deep Learning in Medical Image Inpainting: A Systematic Review. ACM Transactions on Computing for Healthcare, 6(3), pages 30, 1-24, 2025.
• Joana Cristo Santos, Pedro Henriques Abreu, and Miriam Seoane Santos. The identification of cancer lesions in mammography images with missing pixels: analysis of morphology. In 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA), pages 1-8, 2022.
• Joana Cristo Santos, Miriam Seoane Santos, and Pedro Henriques Abreu. Enhancing mammography: A comprehensive review of computer methods for improving image quality. In Progress in Biomedical Engineering, 6(4), pages 042002, 2024.
• Joana Cristo Santos, Miguel Henriques Abreu, Miriam Seoane Santos, Hugo Duarte, Tiago Alpoim, Inˆes Pr´ospero, Susana Sousa, and Pedro Henriques Abreu. Bone Metastases Detection in Patients with Breast Cancer: Does Bone Scintigraphy Add Information to PET/CT? Oncologist, 28(8), pages e600-e605, 2023.
• Joana Cristo Santos, Miriam Seoane Santos, and Pedro Henriques Abreu. Reconstruction of Mammography Projections using Image-to-Image Translation Techniques. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), pages 727 - 732, 2024.

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