Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT

Brain tissue segmentation plays a crucial role in feature extraction, volumetric quantification, and morphometric analysis of brain scans. For the assessment of brain structure and integrity, CT is a non-invasive, cheaper, faster, and more widely available modality than MRI. However, the clinical ap...

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Detalles Bibliográficos
Autores principales: Srikrishna, Meera, Heckemann, Rolf A., Pereira, Joana B., Volpe, Giovanni, Zettergren, Anna, Kern, Silke, Westman, Eric, Skoog, Ingmar, Schöll, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784554/
https://www.ncbi.nlm.nih.gov/pubmed/35082608
http://dx.doi.org/10.3389/fncom.2021.785244

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8784554/
https://www.ncbi.nlm.nih.gov/pubmed/35082608
http://dx.doi.org/10.3389/fncom.2021.785244

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