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Profil

BOSSA Matias Nicolas

Main Referenced Co-authors
GARCIA SANTA CRUZ, Beatriz  (4)
HUSCH, Andreas  (4)
SÖLTER, Jan  (3)
HERTEL, Frank  (2)
Soelter, Jan (1)
Main Referenced Keywords
COVID-19 (2); applied-ML healthcare (1); bias (1); Computer Vision (1); confounding (1);
Main Referenced Unit & Research Centers
Luxembourg Centre for Systems Biomedicine (LCSB) (1)
Luxembourg Centre for Systems Biomedicine (LCSB): Interventional Neuroscience (Hertel Group) (1)
Luxembourg Centre for Systems Biomedicine (LCSB): Systems Control (Goncalves Group) (1)
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (3)
Computer science (2)
Radiology, nuclear medicine & imaging (1)

Publications (total 4)

The most downloaded
404 downloads
Garcia Santa Cruz, B., Bossa, M. N., Sölter, J., & Husch, A. (December 2021). Public Covid-19 X-ray datasets and their impact on model bias - a systematic review of a significant problem. Medical Image Analysis, 74. doi:10.1016/j.media.2021.102225 https://hdl.handle.net/10993/46439

The most cited

44 citations (Scopus®)

Garcia Santa Cruz, B., Bossa, M. N., Sölter, J., & Husch, A. (December 2021). Public Covid-19 X-ray datasets and their impact on model bias - a systematic review of a significant problem. Medical Image Analysis, 74. doi:10.1016/j.media.2021.102225 https://hdl.handle.net/10993/46439

Garcia Santa Cruz, B., Bossa, M. N., Soelter, J., Hertel, F., & Husch, A. (2022). Abstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models. In Bildverarbeitung für die Medizin 2022. Informatik aktuell. Springer Vieweg, Wiesbaden (pp. 114). doi:10.1007/978-3-658-36932-3_24
Peer reviewed

Garcia Santa Cruz, B., Bossa, M. N., Sölter, J., & Husch, A. (December 2021). Public Covid-19 X-ray datasets and their impact on model bias - a systematic review of a significant problem. Medical Image Analysis, 74. doi:10.1016/j.media.2021.102225
Peer Reviewed verified by ORBi

Garcia Santa Cruz, B., Bossa, M. N., Sölter, J., Husch, A., & Hertel, F. (August 2021). Model bias and its impact on computer-aided diagnosis: A data-centric approach [Poster presentation]. 2021 MLSS. doi:10.5281/zenodo.5205671

Garcia Santa Cruz, B., Sölter, J., Bossa, M. N., & Husch, A. (2020). On the Composition and Limitations of Publicly Available COVID-19 X-Ray Imaging Datasets. (1). ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/44138.

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