Why Use Position Features in Liver Segmentation Performed by Convolutional Neural Network

Liver volumetry is an important tool in clinical practice. The calculation of liver volume is primarily based on Computed Tomography. Unfortunately, automatic segmentation algorithms based on handcrafted features tend to leak segmented objects into surrounding tissues like the heart or the spleen. C...

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Detalles Bibliográficos
Autores principales: Jiřík, Miroslav, Hácha, Filip, Gruber, Ivan, Pálek, Richard, Mírka, Hynek, Zelezny, Milos, Liška, Václav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518428/
https://www.ncbi.nlm.nih.gov/pubmed/34658919
http://dx.doi.org/10.3389/fphys.2021.734217

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8518428/
https://www.ncbi.nlm.nih.gov/pubmed/34658919
http://dx.doi.org/10.3389/fphys.2021.734217

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