Differential privacy preserved federated transfer learning for multi-institutional (68)Ga-PET image artefact detection and disentanglement

PURPOSE: Image artefacts continue to pose challenges in clinical molecular imaging, resulting in misdiagnoses, additional radiation doses to patients and financial costs. Mismatch and halo artefacts occur frequently in gallium-68 ((68)Ga)-labelled compounds whole-body PET/CT imaging. Correcting for...

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Detalles Bibliográficos
Autores principales: Shiri, Isaac, Salimi, Yazdan, Maghsudi, Mehdi, Jenabi, Elnaz, Harsini, Sara, Razeghi, Behrooz, Mostafaei, Shayan, Hajianfar, Ghasem, Sanaat, Amirhossein, Jafari, Esmail, Samimi, Rezvan, Khateri, Maziar, Sheikhzadeh, Peyman, Geramifar, Parham, Dadgar, Habibollah, Bitrafan Rajabi, Ahmad, Assadi, Majid, Bénard, François, Vafaei Sadr, Alireza, Voloshynovskiy, Slava, Mainta, Ismini, Uribe, Carlos, Rahmim, Arman, Zaidi, Habib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10684636/
https://www.ncbi.nlm.nih.gov/pubmed/37682303
http://dx.doi.org/10.1007/s00259-023-06418-7

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