Improving automatic liver tumor segmentation in late-phase MRI using multi-model training and 3D convolutional neural networks

Automatic liver tumor segmentation can facilitate the planning of liver interventions. For diagnosis of hepatocellular carcinoma, dynamic contrast-enhanced MRI (DCE-MRI) can yield a higher sensitivity than contrast-enhanced CT. However, most studies on automatic liver lesion segmentation have focuse...

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Detalles Bibliográficos
Autores principales: Hänsch, Annika, Chlebus, Grzegorz, Meine, Hans, Thielke, Felix, Kock, Farina, Paulus, Tobias, Abolmaali, Nasreddin, Schenk, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293996/
https://www.ncbi.nlm.nih.gov/pubmed/35851322
http://dx.doi.org/10.1038/s41598-022-16388-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9293996/
https://www.ncbi.nlm.nih.gov/pubmed/35851322
http://dx.doi.org/10.1038/s41598-022-16388-9

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