Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training()

Brain extraction, or skull-stripping, is an essential pre-processing step in neuro-imaging that has a direct impact on the quality of all subsequent processing and analyses steps. It is also a key requirement in multi-institutional collaborations to comply with privacy-preserving regulations. Existi...

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Publicado en:Neuroimage
Autores principales: Thakur, Siddhesh, Doshi, Jimit, Pati, Sarthak, Rathore, Saima, Sako, Chiharu, Bilello, Michel, Ha, Sung Min, Shukla, Gaurav, Flanders, Adam, Kotrotsou, Aikaterini, Milchenko, Mikhail, Liem, Spencer, Alexander, Gregory S., Lombardo, Joseph, Palmer, Joshua D., LaMontagne, Pamela, Nazeri, Arash, Talbar, Sanjay, Kulkarni, Uday, Marcus, Daniel, Colen, Rivka, Davatzikos, Christos, Erus, Guray, Bakas, Spyridon
Formato: Artigo
Lenguaje:Inglês
Publicado: 2020
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597856/
https://ncbi.nlm.nih.gov/pubmed/32603860
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2020.117081
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