Multivariate Analysis of MRI Biomarkers for Predicting Neurologic Impairment in Cervical Spinal Cord Injury

J. Haefeli; M.C. Mabray; W.D. Whetstone; S.S. Dhall; J.Z. Pan; P. Upadhyayula; G.T. Manley; J.C. Bresnahan; M.S. Beattie; A.R. Ferguson; J.F. Talbott

doi:10.3174/ajnr.A5021

Research ArticleSpine Imaging and Spine Image-Guided Interventions

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Multivariate Analysis of MRI Biomarkers for Predicting Neurologic Impairment in Cervical Spinal Cord Injury

J. Haefeli, M.C. Mabray, W.D. Whetstone, S.S. Dhall, J.Z. Pan, P. Upadhyayula, G.T. Manley, J.C. Bresnahan, M.S. Beattie, A.R. Ferguson and J.F. Talbott

American Journal of Neuroradiology March 2017, 38 (3) 648-655; DOI: https://doi.org/10.3174/ajnr.A5021

J. Haefeli

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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M.C. Mabray

bRadiology and Biomedical Imaging (M.C.M., J.F.T.)

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W.D. Whetstone

cEmergency Medicine (W.D.W.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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S.S. Dhall

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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J.Z. Pan

dAnesthesia and Perioperative Care (J.Z.P.), University of California San Francisco and Zuckerberg San Francisco General Hospital, San Francisco, California

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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P. Upadhyayula

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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G.T. Manley

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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J.C. Bresnahan

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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M.S. Beattie

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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A.R. Ferguson

aFrom the Departments of Neurological Surgery (J.H., S.S.D., P.U., G.T.M., J.C.B., M.S.B., A.R.F.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

fSan Francisco VA Medical Center (A.R.F.), San Francisco, California.

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J.F. Talbott

bRadiology and Biomedical Imaging (M.C.M., J.F.T.)

eWeill Institute for Neurosciences, Brain and Spinal Injury Center (J.H., W.D.W., S.S.D., J.Z.P., P.U., G.T.M., J.C.B., M.S.B., A.R.F., J.F.T.)

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J. Haefeli, M.C. Mabray, W.D. Whetstone, S.S. Dhall, J.Z. Pan, P. Upadhyayula, G.T. Manley, J.C. Bresnahan, M.S. Beattie, A.R. Ferguson, J.F. Talbott

Multivariate Analysis of MRI Biomarkers for Predicting Neurologic Impairment in Cervical Spinal Cord Injury

American Journal of Neuroradiology Mar 2017, 38 (3) 648-655; DOI: 10.3174/ajnr.A5021

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Multivariate Analysis of MRI Biomarkers for Predicting Neurologic Impairment in Cervical Spinal Cord Injury

J. Haefeli, M.C. Mabray, W.D. Whetstone, S.S. Dhall, J.Z. Pan, P. Upadhyayula, G.T. Manley, J.C. Bresnahan, M.S. Beattie, A.R. Ferguson, J.F. Talbott

American Journal of Neuroradiology Mar 2017, 38 (3) 648-655; DOI: 10.3174/ajnr.A5021

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