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Deep learning-based patient re-identification is able to exploit the biometric nature of medical chest X-ray data

With the rise and ever-increasing potential of deep learning techniques in recent years, publicly available medical datasets became a key factor to enable reproducible development of diagnostic algorithms in the medical domain. Medical data contains sensitive patient-related information and is there...

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Detalles Bibliográficos
Autores principales: Packhäuser, Kai, Gündel, Sebastian, Münster, Nicolas, Syben, Christopher, Christlein, Vincent, Maier, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434540/
https://www.ncbi.nlm.nih.gov/pubmed/36050406
http://dx.doi.org/10.1038/s41598-022-19045-3