A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

L. Umapathy; G.G. Perez-Carrillo; M.B. Keerthivasan; J.A. Rosado-Toro; M.I. Altbach; B. Winegar; C. Weinkauf; A. Bilgin; for the Alzheimer’s Disease Neuroimaging Initiative

doi:10.3174/ajnr.A6970

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A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

L. Umapathy, G.G. Perez-Carrillo, M.B. Keerthivasan, J.A. Rosado-Toro, M.I. Altbach, B. Winegar, C. Weinkauf, A. Bilgin and for the Alzheimer’s Disease Neuroimaging Initiative

American Journal of Neuroradiology April 2021, 42 (4) 639-647; DOI: https://doi.org/10.3174/ajnr.A6970

L. Umapathy

aFrom the Departments of Electrical and Computer Engineering (L.U., A.B.)

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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G.G. Perez-Carrillo

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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M.B. Keerthivasan

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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J.A. Rosado-Toro

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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M.I. Altbach

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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B. Winegar

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

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C. Weinkauf

cSurgery (C.W.)

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A. Bilgin

aFrom the Departments of Electrical and Computer Engineering (L.U., A.B.)

bMedical Imaging (L.U., G.G.P.-C., M.B.K., J.A.R.-T., M.I.A., B.W., A.B.)

dBiomedical Engineering (A.B.), University of Arizona, Tucson, Arizona

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L. Umapathy, G.G. Perez-Carrillo, M.B. Keerthivasan, J.A. Rosado-Toro, M.I. Altbach, B. Winegar, C. Weinkauf, A. Bilgin, for the Alzheimer’s Disease Neuroimaging Initiative

A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

American Journal of Neuroradiology Apr 2021, 42 (4) 639-647; DOI: 10.3174/ajnr.A6970

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A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

L. Umapathy, G.G. Perez-Carrillo, M.B. Keerthivasan, J.A. Rosado-Toro, M.I. Altbach, B. Winegar, C. Weinkauf, A. Bilgin, for the Alzheimer’s Disease Neuroimaging Initiative

American Journal of Neuroradiology Apr 2021, 42 (4) 639-647; DOI: 10.3174/ajnr.A6970

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A Stacked Generalization of 3D Orthogonal Deep Learning Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities in 3D FLAIR Images

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