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. |
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| 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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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 137441440 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=137441440 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-019-46296-4 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 1 StartPage: N.PAG Titles: – TitleFull: Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Gaw, Nathan – PersonEntity: Name: NameFull: Hawkins-Daarud, Andrea – PersonEntity: Name: NameFull: Hu, Leland S. – PersonEntity: Name: NameFull: Yoon, Hyunsoo – PersonEntity: Name: NameFull: Wang, Lujia – PersonEntity: Name: NameFull: Xu, Yanzhe – PersonEntity: Name: NameFull: Jackson, Pamela R. – PersonEntity: Name: NameFull: Singleton, Kyle W. – PersonEntity: Name: NameFull: Baxter, Leslie C. – PersonEntity: Name: NameFull: Eschbacher, Jennifer – PersonEntity: Name: NameFull: Gonzales, Ashlyn – PersonEntity: Name: NameFull: Nespodzany, Ashley – PersonEntity: Name: NameFull: Smith, Kris – PersonEntity: Name: NameFull: Nakaji, Peter – PersonEntity: Name: NameFull: Mitchell, J. Ross – PersonEntity: Name: NameFull: Wu, Teresa – PersonEntity: Name: NameFull: Swanson, Kristin R. – PersonEntity: Name: NameFull: Li, Jing IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 07 Text: 7/11/2019 Type: published Y: 2019 Identifiers: – Type: issn-print Value: 20452322 Numbering: – Type: volume Value: 9 – Type: issue Value: 1 Titles: – TitleFull: Scientific Reports Type: main |
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