Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning

L. Umapathy; B. Winegar; L. MacKinnon; M. Hill; M.I. Altbach; J.M. Miller; A. Bilgin

doi:10.3174/ajnr.A6538

Research ArticleHead & Neck

Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning

L. Umapathy, B. Winegar, L. MacKinnon, M. Hill, M.I. Altbach, J.M. Miller and A. Bilgin

American Journal of Neuroradiology June 2020, 41 (6) 1061-1069; DOI: https://doi.org/10.3174/ajnr.A6538

L. Umapathy

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

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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B. Winegar

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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L. MacKinnon

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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M. Hill

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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M.I. Altbach

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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J.M. Miller

c Ophthalmology and Vision Science (J.M.M.)

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A. Bilgin

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

bMedical Imaging (L.U., B.W., L.M., M.H., M.I.A., A.B.)

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

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L. Umapathy, B. Winegar, L. MacKinnon, M. Hill, M.I. Altbach, J.M. Miller, A. Bilgin

Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning

American Journal of Neuroradiology Jun 2020, 41 (6) 1061-1069; DOI: 10.3174/ajnr.A6538

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Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning

L. Umapathy, B. Winegar, L. MacKinnon, M. Hill, M.I. Altbach, J.M. Miller, A. Bilgin

American Journal of Neuroradiology Jun 2020, 41 (6) 1061-1069; DOI: 10.3174/ajnr.A6538

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