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Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI.

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Title: Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI.
Authors: Gaw, Nathan1 (AUTHOR), Hawkins-Daarud, Andrea2 (AUTHOR) hawkins-daarud.andrea@mayo.edu, Hu, Leland S.3 (AUTHOR), Yoon, Hyunsoo1 (AUTHOR), Wang, Lujia1 (AUTHOR), Xu, Yanzhe1 (AUTHOR), Jackson, Pamela R.2 (AUTHOR), Singleton, Kyle W.2 (AUTHOR), Baxter, Leslie C.3 (AUTHOR), Eschbacher, Jennifer4 (AUTHOR), Gonzales, Ashlyn3 (AUTHOR), Nespodzany, Ashley3 (AUTHOR), Smith, Kris5 (AUTHOR), Nakaji, Peter5 (AUTHOR), Mitchell, J. Ross6 (AUTHOR), Wu, Teresa1 (AUTHOR), Swanson, Kristin R.2,7 (AUTHOR), Li, Jing1 (AUTHOR)
Source: Scientific Reports. 7/11/2019, Vol. 9 Issue 1, pN.PAG-N.PAG. 1p.
Database: Academic Search Ultimate
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Description
ISSN:20452322
DOI:10.1038/s41598-019-46296-4