Diffusion Histology Imaging Combining Diffusion Basis Spectrum Imaging (DBSI) and Machine Learning Improves Detection and Classification of Glioblastoma Pathology

PURPOSE: Glioblastoma (GBM) is one of the deadliest cancers with no cure. While conventional MRI has been widely adopted to examine GBM clinically, accurate neuroimaging assessment of tumor histopathology for improved diagnosis, surgical planning, and treatment evaluation remains an unmet need in th...

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Detalhes bibliográficos
Publicado no:Clin Cancer Res
Main Authors: Ye, Zezhong, Price, Richard L., Liu, Xiran, Lin, Joshua, Yang, Qingsong, Sun, Peng, Wu, Anthony T., Wang, Liang, Han, Rowland, Song, Chunyu, Yang, Ruimeng, Gary, Sam E., Mao, Diane D., Wallendorf, Michael, Campian, Jian L., Li, Jr-Shin, Dahiya, Sonika, Kim, Albert H., Song, Sheng-Kwei
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7572819/
https://ncbi.nlm.nih.gov/pubmed/32694155
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1158/1078-0432.CCR-20-0736
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