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Beatriz Garcia Santa Cruz
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2020 – today
- 2023
- [b1]Beatriz Garcia Santa Cruz:
Biomedical Image Analysis using Deep Learning: Towards Clinically Applicable Models. University of Luxembourg, Luxembourg City, Luxembourg, 2023 - 2022
- [c3]Beatriz Garcia Santa Cruz, Matías Nicolás Bossa, Jan Sölter, Frank Hertel, Andreas Husch:
Abstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models. Bildverarbeitung für die Medizin 2022: 114 - [c2]Beatriz Garcia Santa Cruz, Andreas Husch, Frank Hertel:
The effect of dataset confounding on predictions of deep neural networks for medical imaging. NLDL 2022 - 2021
- [j2]Beatriz Garcia Santa Cruz, Matías Nicolás Bossa
, Jan Sölter
Public Covid-19 X-ray datasets and their impact on model bias - A systematic review of a significant problem. Medical Image Anal. 74: 102225 (2021) - [c1]Beatriz Garcia Santa Cruz
The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions. CIBB 2021: 200-216 - 2020
- [i1]Beatriz Garcia Santa Cruz, Jan Sölter, Matías Nicolás Bossa, Andreas Dominik Husch:
On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets. CoRR abs/2008.11572 (2020)
2010 – 2019
- 2019
- [j1]Alberto Noronha
The Virtual Metabolic Human database: integrating human and gut microbiome metabolism with nutrition and disease. Nucleic Acids Res. 47(Database-Issue): D614-D624 (2019)
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