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Automated multiclass tissue segmentation of clinical brain MRIs with lesions

Delineation and quantification of normal and abnormal brain tissues on Magnetic Resonance Images is fundamental to the diagnosis and longitudinal assessment of neurological diseases. Here we sought to develop a convolutional neural network for automated multiclass tissue segmentation of brain MRIs t...

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Detalles Bibliográficos
Autores principales: Weiss, David A., Saluja, Rachit, Xie, Long, Gee, James C., Sugrue, Leo P, Pradhan, Abhijeet, Nick Bryan, R., Rauschecker, Andreas M., Rudie, Jeffrey D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8346689/
https://www.ncbi.nlm.nih.gov/pubmed/34333270
http://dx.doi.org/10.1016/j.nicl.2021.102769