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Segmentation of vestibular schwannoma from MRI, an open annotated dataset and baseline algorithm

Automatic segmentation of vestibular schwannomas (VS) from magnetic resonance imaging (MRI) could significantly improve clinical workflow and assist patient management. We have previously developed a novel artificial intelligence framework based on a 2.5D convolutional neural network achieving excel...

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Detalles Bibliográficos
Autores principales: Shapey, Jonathan, Kujawa, Aaron, Dorent, Reuben, Wang, Guotai, Dimitriadis, Alexis, Grishchuk, Diana, Paddick, Ian, Kitchen, Neil, Bradford, Robert, Saeed, Shakeel R., Bisdas, Sotirios, Ourselin, Sébastien, Vercauteren, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553833/
https://www.ncbi.nlm.nih.gov/pubmed/34711849
http://dx.doi.org/10.1038/s41597-021-01064-w