Radio-Pathomic Maps of Cell Density Identify Brain Tumor Invasion beyond Traditional MRI-Defined Margins

S.A. Bobholz; A.K. Lowman; M. Brehler; F. Kyereme; S.R. Duenweg; J. Sherman; S.D. McGarry; E.J. Cochran; J. Connelly; W.M. Mueller; M. Agarwal; A. Banerjee; P.S. LaViolette

doi:10.3174/ajnr.A7477

Research ArticleAdult Brain

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Radio-Pathomic Maps of Cell Density Identify Brain Tumor Invasion beyond Traditional MRI-Defined Margins

S.A. Bobholz, A.K. Lowman, M. Brehler, F. Kyereme, S.R. Duenweg, J. Sherman, S.D. McGarry, E.J. Cochran, J. Connelly, W.M. Mueller, M. Agarwal, A. Banerjee and P.S. LaViolette

American Journal of Neuroradiology May 2022, 43 (5) 682-688; DOI: https://doi.org/10.3174/ajnr.A7477

S.A. Bobholz

aFrom the Departments of Biophysics (S.A.B., S.R.D., J.S., S.D.M.)

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A.K. Lowman

bRadiology (A.L., M.B., M.A., P.S.L.)

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M. Brehler

bRadiology (A.L., M.B., M.A., P.S.L.)

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F. Kyereme

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S.R. Duenweg

aFrom the Departments of Biophysics (S.A.B., S.R.D., J.S., S.D.M.)

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J. Sherman

aFrom the Departments of Biophysics (S.A.B., S.R.D., J.S., S.D.M.)

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S.D. McGarry

aFrom the Departments of Biophysics (S.A.B., S.R.D., J.S., S.D.M.)

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E.J. Cochran

cPathology (E.J.C.)

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J. Connelly

dNeurology (J.C.)

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W.M. Mueller

eNeurosurgery (W.M.M.)

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M. Agarwal

bRadiology (A.L., M.B., M.A., P.S.L.)

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A. Banerjee

fBiostatistics (A.B.)

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P.S. LaViolette

bRadiology (A.L., M.B., M.A., P.S.L.)

gBiomedical Engineering (P.S.L.), Medical College of Wisconsin, Milwaukee, Wisconsin

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S.A. Bobholz, A.K. Lowman, M. Brehler, F. Kyereme, S.R. Duenweg, J. Sherman, S.D. McGarry, E.J. Cochran, J. Connelly, W.M. Mueller, M. Agarwal, A. Banerjee, P.S. LaViolette

Radio-Pathomic Maps of Cell Density Identify Brain Tumor Invasion beyond Traditional MRI-Defined Margins

American Journal of Neuroradiology May 2022, 43 (5) 682-688; DOI: 10.3174/ajnr.A7477

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Radio-Pathomic Maps of Cell Density Identify Brain Tumor Invasion beyond Traditional MRI-Defined Margins

S.A. Bobholz, A.K. Lowman, M. Brehler, F. Kyereme, S.R. Duenweg, J. Sherman, S.D. McGarry, E.J. Cochran, J. Connelly, W.M. Mueller, M. Agarwal, A. Banerjee, P.S. LaViolette

American Journal of Neuroradiology May 2022, 43 (5) 682-688; DOI: 10.3174/ajnr.A7477

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