Using an Ensemble of Segmentation Methods to Detect Vertebral Bodies on Radiographs

Brian C. Chang; Jonathan Renslo; Qifei Dong; Sandra K. Johnston; Jessica Perry; David R. Haynor; Gang Luo; Nancy E. Lane; Jeffrey G. Jarvik; Nathan M. Cross

doi:10.3174/ajnr.A8343

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Research ArticleArtificial Intelligence

Using an Ensemble of Segmentation Methods to Detect Vertebral Bodies on Radiographs

Brian C. Chang, Jonathan Renslo, Qifei Dong, Sandra K. Johnston, Jessica Perry, David R. Haynor, Gang Luo, Nancy E. Lane, Jeffrey G. Jarvik and Nathan M. Cross

American Journal of Neuroradiology October 2024, 45 (10) 1512-1520; DOI: https://doi.org/10.3174/ajnr.A8343

Brian C. Chang

aFrom the Departments of Biomedical Informatics and Medical Education (B.C.C., Q.D., G.L.), University of Washington, Seattle, Washington

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Jonathan Renslo

bKeck School of Medicine (J.R.), University of Southern California, Los Angeles, California

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Qifei Dong

aFrom the Departments of Biomedical Informatics and Medical Education (B.C.C., Q.D., G.L.), University of Washington, Seattle, Washington

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Sandra K. Johnston

cDepartments of Radiology (S.K.J., D.R.H., J.G.J., N.M.C.), University of Washington, Seattle, Washington

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Jessica Perry

dDepartments of Biostatistics (J.P.), University of Washington, Seattle, Washington

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David R. Haynor

cDepartments of Radiology (S.K.J., D.R.H., J.G.J., N.M.C.), University of Washington, Seattle, Washington

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Gang Luo

aFrom the Departments of Biomedical Informatics and Medical Education (B.C.C., Q.D., G.L.), University of Washington, Seattle, Washington

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Nancy E. Lane

eDepartment of Medicine (N.E.L.), Rheumatology, University of California Davis, Davis, California

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Jeffrey G. Jarvik

cDepartments of Radiology (S.K.J., D.R.H., J.G.J., N.M.C.), University of Washington, Seattle, Washington

fDepartments of Neurological Surgery (J.G.J.), University of Washington, Seattle, Washington

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Nathan M. Cross

cDepartments of Radiology (S.K.J., D.R.H., J.G.J., N.M.C.), University of Washington, Seattle, Washington

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Brian C. Chang, Jonathan Renslo, Qifei Dong, Sandra K. Johnston, Jessica Perry, David R. Haynor, Gang Luo, Nancy E. Lane, Jeffrey G. Jarvik, Nathan M. Cross

Using an Ensemble of Segmentation Methods to Detect Vertebral Bodies on Radiographs

American Journal of Neuroradiology Oct 2024, 45 (10) 1512-1520; DOI: 10.3174/ajnr.A8343

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Ensemble Methods for Vertebral Body Detection

Brian C. Chang, Jonathan Renslo, Qifei Dong, Sandra K. Johnston, Jessica Perry, David R. Haynor, Gang Luo, Nancy E. Lane, Jeffrey G. Jarvik, Nathan M. Cross

American Journal of Neuroradiology Oct 2024, 45 (10) 1512-1520; DOI: 10.3174/ajnr.A8343

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