External Evaluation of a Mammography-based Deep Learning Model for Predicting Breast Cancer in an Ethnically Diverse Population.

Omoleye, Olasubomi J; Woodard, Anna E; Howard, Frederick M; Zhao, Fangyuan; Yoshimatsu, Toshio F; Zheng, Yonglan; Pearson, Alexander T; Levental, Maksim; Aribisala, Benjamin S; Kulkarni, Kirti; Karczmar, Gregory S; Olopade, Olufunmilayo I; Abe, Hiroyuki; Huo, Dezheng

Omoleye, Olasubomi J; Woodard, Anna E; Howard, Frederick M; Zhao, Fangyuan; Yoshimatsu, Toshio F; Zheng, Yonglan; Pearson, Alexander T; Levental, Maksim; Aribisala, Benjamin S; Kulkarni, Kirti; Karczmar, Gregory S; Olopade, Olufunmilayo I; Abe, Hiroyuki; Huo, Dezheng.

Afiliación

Omoleye OJ; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Woodard AE; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Howard FM; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Zhao F; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Yoshimatsu TF; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Zheng Y; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Pearson AT; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Levental M; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Aribisala BS; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Kulkarni K; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Karczmar GS; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Olopade OI; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Abe H; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm
Huo D; From the Center for Clinical Cancer Genetics and Global Health, Department of Medicine (O.J.O., A.E.W., T.F.Y., Y.Z., B.S.A., O.I.O.), Data Science Institute (A.E.W.), Division of Hematology/Oncology, Department of Medicine (F.M.H., A.T.P.), Department of Public Health Sciences (F.Z., D.H.), Departm

Radiol Artif Intell ; 5(6): e220299, 2023 Nov.

Article en En | MEDLINE | ID: mdl-38074785

Palabras clave

Breast; Cancer; Computer Applications; Convolutional Neural Network; Deep Learning Algorithms; Epidemiology; Informatics; Machine Learning; Mammography; Oncology; Radiomics

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