Discriminating pseudoprogression and true progression in diffuse infiltrating glioma using multi-parametric MRI data through deep learning

Differentiating pseudoprogression from true tumor progression has become a significant challenge in follow-up of diffuse infiltrating gliomas, particularly high grade, which leads to a potential treatment delay for patients with early glioma recurrence. In this study, we proposed to use a multiparam...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Lee, Joonsang, Wang, Nicholas, Turk, Sevcan, Mohammed, Shariq, Lobo, Remy, Kim, John, Liao, Eric, Camelo-Piragua, Sandra, Kim, Michelle, Junck, Larry, Bapuraj, Jayapalli, Srinivasan, Ashok, Rao, Arvind
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7683728/
https://ncbi.nlm.nih.gov/pubmed/33230285
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-77389-0
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