Cellular Density in Adult Glioma, Estimated with MR Imaging Data and a Machine Learning Algorithm, Has Prognostic Power Approaching World Health Organization Histologic Grading in a Cohort of 1181 Patients

E.D.H. Gates; D. Suki; A. Celaya; J.S. Weinberg; S.S. Prabhu; R. Sawaya; J.T. Huse; J.P. Long; D. Fuentes; D. Schellingerhout

doi:10.3174/ajnr.A7620

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Cellular Density in Adult Glioma, Estimated with MR Imaging Data and a Machine Learning Algorithm, Has Prognostic Power Approaching World Health Organization Histologic Grading in a Cohort of 1181 Patients

E.D.H. Gates, D. Suki, A. Celaya, J.S. Weinberg, S.S. Prabhu, R. Sawaya, J.T. Huse, J.P. Long, D. Fuentes and D. Schellingerhout

American Journal of Neuroradiology September 2022, DOI: https://doi.org/10.3174/ajnr.A7620

E.D.H. Gates

aFrom the Departments of Imaging Physics (E.D.H.G., A.C., D.F.)

fUniversity of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences (E.D.H.G.), Houston, Texas

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D. Suki

bNeurosurgery (D. Suki, J.S.W., S.S.P., R.S.)

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A. Celaya

aFrom the Departments of Imaging Physics (E.D.H.G., A.C., D.F.)

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J.S. Weinberg

bNeurosurgery (D. Suki, J.S.W., S.S.P., R.S.)

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S.S. Prabhu

bNeurosurgery (D. Suki, J.S.W., S.S.P., R.S.)

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R. Sawaya

bNeurosurgery (D. Suki, J.S.W., S.S.P., R.S.)

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J.T. Huse

cTranslational Molecular Pathology (J.T.H.)

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J.P. Long

dBiostatistics (J.P.L.)

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D. Fuentes

aFrom the Departments of Imaging Physics (E.D.H.G., A.C., D.F.)

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D. Schellingerhout

eNeuroradiology and Imaging Physics (D. Schellingerhout)

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E.D.H. Gates, D. Suki, A. Celaya, J.S. Weinberg, S.S. Prabhu, R. Sawaya, J.T. Huse, J.P. Long, D. Fuentes, D. Schellingerhout

Cellular Density in Adult Glioma, Estimated with MR Imaging Data and a Machine Learning Algorithm, Has Prognostic Power Approaching World Health Organization Histologic Grading in a Cohort of 1181 Patients

American Journal of Neuroradiology Sep 2022, DOI: 10.3174/ajnr.A7620

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E.D.H. Gates, D. Suki, A. Celaya, J.S. Weinberg, S.S. Prabhu, R. Sawaya, J.T. Huse, J.P. Long, D. Fuentes, D. Schellingerhout

American Journal of Neuroradiology Sep 2022, DOI: 10.3174/ajnr.A7620

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Cellular Density in Adult Glioma, Estimated with MR Imaging Data and a Machine Learning Algorithm, Has Prognostic Power Approaching World Health Organization Histologic Grading in a Cohort of 1181 Patients

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