Domain-specific cues improve robustness of deep learning-based segmentation of CT volumes

Machine learning has considerably improved medical image analysis in the past years. Although data-driven approaches are intrinsically adaptive and thus, generic, they often do not perform the same way on data from different imaging modalities. In particular computed tomography (CT) data poses many...

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Detalles Bibliográficos
Autores principales: Kloenne, Marie, Niehaus, Sebastian, Lampe, Leonie, Merola, Alberto, Reinelt, Janis, Roeder, Ingo, Scherf, Nico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329868/
https://www.ncbi.nlm.nih.gov/pubmed/32612129
http://dx.doi.org/10.1038/s41598-020-67544-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7329868/
https://www.ncbi.nlm.nih.gov/pubmed/32612129
http://dx.doi.org/10.1038/s41598-020-67544-y

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