Beatriz Garcia Santa Cruz
Orcid: 0000-0002-0939-4443
According to our database1,
Beatriz Garcia Santa Cruz
authored at least 6 papers
between 2019 and 2022.
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Bibliography
2022
The effect of dataset confounding on predictions of deep neural networks for medical imaging.
Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022
Abstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models.
Proceedings of the Bildverarbeitung für die Medizin 2022, 2022
2021
Public Covid-19 X-ray datasets and their impact on model bias - A systematic review of a significant problem.
Medical Image Anal., 2021
The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021
2020
On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets.
CoRR, 2020
2019
The Virtual Metabolic Human database: integrating human and gut microbiome metabolism with nutrition and disease.
Nucleic Acids Res., 2019