Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks

Sharing labeled data is crucial to acquire large datasets for various Deep Learning applications. In medical imaging, this is often not feasible due to privacy regulations. Whereas anonymization would be a solution, standard techniques have been shown to be partially reversible. Here, synthetic data...

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Detalles Bibliográficos
Autores principales: Kossen, Tabea, Hirzel, Manuel A., Madai, Vince I., Boenisch, Franziska, Hennemuth, Anja, Hildebrand, Kristian, Pokutta, Sebastian, Sharma, Kartikey, Hilbert, Adam, Sobesky, Jan, Galinovic, Ivana, Khalil, Ahmed A., Fiebach, Jochen B., Frey, Dietmar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108458/
https://www.ncbi.nlm.nih.gov/pubmed/35586223
http://dx.doi.org/10.3389/frai.2022.813842

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