Beatriz Garcia Santa Cruz
Orcid: 0000-0002-0939-4443
According to our database1,
Beatriz Garcia Santa Cruz
authored at least 7 papers
between 2019 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2023
PhD thesis, 2023
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