Qualifying Certainty in Radiology Reports through Deep Learning–Based Natural Language Processing

F. Liu; P. Zhou; S.J. Baccei; M.J. Masciocchi; N. Amornsiripanitch; C.I. Kiefe; M.P. Rosen

doi:10.3174/ajnr.A7241

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Qualifying Certainty in Radiology Reports through Deep Learning–Based Natural Language Processing

F. Liu, P. Zhou, S.J. Baccei, M.J. Masciocchi, N. Amornsiripanitch, C.I. Kiefe and M.P. Rosen

American Journal of Neuroradiology August 2021, DOI: https://doi.org/10.3174/ajnr.A7241

F. Liu

aFrom the Departments of Population and Quantitative Health Sciences (F.L., C.I.K.)

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

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P. Zhou

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

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S.J. Baccei

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

cDepartment of Radiology (S.J.B., M.J.M., N.A., M.P.R.), UMass Memorial Medical Center, Worcester, Massachusetts

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M.J. Masciocchi

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

cDepartment of Radiology (S.J.B., M.J.M., N.A., M.P.R.), UMass Memorial Medical Center, Worcester, Massachusetts

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N. Amornsiripanitch

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

cDepartment of Radiology (S.J.B., M.J.M., N.A., M.P.R.), UMass Memorial Medical Center, Worcester, Massachusetts

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C.I. Kiefe

aFrom the Departments of Population and Quantitative Health Sciences (F.L., C.I.K.)

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M.P. Rosen

bRadiology (F.L., P.Z., S.J.B., M.J.M., N.A., M.P.R.), University of Massachusetts Medical School, Worcester, Massachusetts

cDepartment of Radiology (S.J.B., M.J.M., N.A., M.P.R.), UMass Memorial Medical Center, Worcester, Massachusetts

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F. Liu, P. Zhou, S.J. Baccei, M.J. Masciocchi, N. Amornsiripanitch, C.I. Kiefe, M.P. Rosen

Qualifying Certainty in Radiology Reports through Deep Learning–Based Natural Language Processing

American Journal of Neuroradiology Aug 2021, DOI: 10.3174/ajnr.A7241

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Qualifying Certainty in Radiology Reports through Deep Learning–Based Natural Language Processing

F. Liu, P. Zhou, S.J. Baccei, M.J. Masciocchi, N. Amornsiripanitch, C.I. Kiefe, M.P. Rosen

American Journal of Neuroradiology Aug 2021, DOI: 10.3174/ajnr.A7241

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