Automated and robust organ segmentation for 3D-based internal dose calculation

PURPOSE: In this work, we address image segmentation in the scope of dosimetry using deep learning and make three main contributions: (a) to extend and optimize the architecture of an existing convolutional neural network (CNN) in order to obtain a fast, robust and accurate computed tomography (CT)-...

Descripción completa

Detalles Bibliográficos
Autores principales: Nazari, Mahmood, Jiménez-Franco, Luis David, Schroeder, Michael, Kluge, Andreas, Bronzel, Marcus, Kimiaei, Sharok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Original Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184901/
https://www.ncbi.nlm.nih.gov/pubmed/34100117
http://dx.doi.org/10.1186/s13550-021-00796-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184901/
https://www.ncbi.nlm.nih.gov/pubmed/34100117
http://dx.doi.org/10.1186/s13550-021-00796-5

Ejemplares similares