Missing Image Data Imputation using Variational Autoencoders with Weighted Loss. - Ricardo Cardoso Pereira; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues; Pedro Henriques Abreu (ESANN, 2020)

The identification of cancer lesions in mammography images with missing pixels: analysis of morphology. - Joana Cristo Santos; Pedro Henriques Abreu; Miriam Seoane Santos (DSAA, 2022)

Reconstruction of Mammography Projections using Image-to-Image Translation Techniques. - Joana Cristo Santos; Miriam Seoane Santos; Pedro Henriques Abreu (ESANN, 2024)

An Interpretable Human-in-the-Loop Process to Improve Medical Image Classification. - Joana Cristo Santos; Miriam Seoane Santos; Pedro Henriques Abreu (IDA (1), 2024)

The Role of Deep Learning in Medical Image Inpainting: A Systematic Review. - Joana Cristo Santos; Hugo Tomás Pereira Alexandre; Miriam Seoane Santos; Pedro Henriques Abreu (ACM Trans. Comput. Heal., 2025)