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Systematic Analysis of Common Factors Impacting Deep Learning Model Generalizability in Liver Segmentation.
Konkel, Brandon; Macdonald, Jacob; Lafata, Kyle; Zaki, Islam H; Bozdogan, Erol; Chaudhry, Mohammad; Wang, Yuqi; Janas, Gemini; Wiggins, Walter F; Bashir, Mustafa R.
Afiliación
  • Konkel B; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Macdonald J; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Lafata K; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Zaki IH; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Bozdogan E; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Chaudhry M; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Wang Y; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Janas G; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Wiggins WF; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
  • Bashir MR; From the Department of Radiology (B.K., J.M., K.L., I.H.Z., E.B., M.C., G.J., W.F.W., M.R.B.), Department of Radiation Oncology (K.L.), and Department of Medicine, Division of Gastroenterology (M.R.B.), Duke University School of Medicine, Duke University Medical Center, Box 3808, Durham, NC 27710; D
Radiol Artif Intell ; 5(3): e220080, 2023 May.
Article en En | MEDLINE | ID: mdl-37293348

Texto completo: 1 Bases de datos: MEDLINE Tipo de estudio: Observational_studies / Prognostic_studies Idioma: En Revista: Radiol Artif Intell Año: 2023 Tipo del documento: Article

Texto completo: 1 Bases de datos: MEDLINE Tipo de estudio: Observational_studies / Prognostic_studies Idioma: En Revista: Radiol Artif Intell Año: 2023 Tipo del documento: Article