Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model

Farzan Vahedifard; Xuchu Liu; Jubril O. Adepoju; Shiqiao Zhao; H. Asher Ai; Kranthi K. Marathu; Mark Supanich; Sharon E. Byrd; Jie Deng

doi:10.3174/ajnr.A7978

Research ArticlePediatrics

Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model

Farzan Vahedifard, Xuchu Liu, Jubril O. Adepoju, Shiqiao Zhao, H. Asher Ai, Kranthi K. Marathu, Mark Supanich, Sharon E. Byrd and Jie Deng

American Journal of Neuroradiology October 2023, 44 (10) 1191-1200; DOI: https://doi.org/10.3174/ajnr.A7978

Farzan Vahedifard

aFrom the Department of Diagnostic Radiology and Nuclear Medicine (F.V., X.L., J.O.A., K.K.M., S.E.B.), Rush Medical College, Chicago, Illinois

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Xuchu Liu

aFrom the Department of Diagnostic Radiology and Nuclear Medicine (F.V., X.L., J.O.A., K.K.M., S.E.B.), Rush Medical College, Chicago, Illinois

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Jubril O. Adepoju

aFrom the Department of Diagnostic Radiology and Nuclear Medicine (F.V., X.L., J.O.A., K.K.M., S.E.B.), Rush Medical College, Chicago, Illinois

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Shiqiao Zhao

bDepartment of Biostatistics (S.Z.), Yale School of Public Health, New Haven, Connecticut

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H. Asher Ai

cDivision for Diagnostic Medical Physics (H.A.A., M.S.), Department of Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, Illinois

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Kranthi K. Marathu

aFrom the Department of Diagnostic Radiology and Nuclear Medicine (F.V., X.L., J.O.A., K.K.M., S.E.B.), Rush Medical College, Chicago, Illinois

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Mark Supanich

cDivision for Diagnostic Medical Physics (H.A.A., M.S.), Department of Radiology and Nuclear Medicine, Rush University Medical Center, Chicago, Illinois

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Sharon E. Byrd

aFrom the Department of Diagnostic Radiology and Nuclear Medicine (F.V., X.L., J.O.A., K.K.M., S.E.B.), Rush Medical College, Chicago, Illinois

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Jie Deng

dDepartment of Radiation Oncology (J.D.), Division of Medical Physics & Engineering, University of Texas Southwestern Medical Center, Dallas, Texas

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Farzan Vahedifard, Xuchu Liu, Jubril O. Adepoju, Shiqiao Zhao, H. Asher Ai, Kranthi K. Marathu, Mark Supanich, Sharon E. Byrd, Jie Deng

Automatic Localization of the Pons and Vermis on Fetal Brain MR Imaging Using a U-Net Deep Learning Model

American Journal of Neuroradiology Oct 2023, 44 (10) 1191-1200; DOI: 10.3174/ajnr.A7978

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Pons&Vermis Localization on Fetal MRI Using U-Net

Farzan Vahedifard, Xuchu Liu, Jubril O. Adepoju, Shiqiao Zhao, H. Asher Ai, Kranthi K. Marathu, Mark Supanich, Sharon E. Byrd, Jie Deng

American Journal of Neuroradiology Oct 2023, 44 (10) 1191-1200; DOI: 10.3174/ajnr.A7978

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