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Automated Detection of Measurements and Their Descriptors in Radiology Reports Using a Hybrid Natural Language Processing Algorithm.

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第一作者： Selen,Bozkurt

第一单位： Department of Biomedical Data Science, Stanford University School of Medicine, Medical School Office Building (MSOB), Room X-335, MC 5464, 1265 Welch Road, Stanford, CA, 94305-5479, USA.

作者： Selen,Bozkurt ^[1] ; Emel,Alkim ^[1] ; Imon,Banerjee ^[2] ; Daniel L,Rubin ^[3]

作者单位： Department of Biomedical Data Science, Stanford University School of Medicine, Medical School Office Building (MSOB), Room X-335, MC 5464, 1265 Welch Road, Stanford, CA, 94305-5479, USA. ^[1] Department of Biomedical Data Science, Stanford University School of Medicine, Medical School Office Building (MSOB), Room X-335, MC 5464, 1265 Welch Road, Stanford, CA, 94305-5479, USA.;Department of Radiology, Stanford University School of Medicine, Stanford, CA, 94305, USA. ^[2] Department of Biomedical Data Science, Stanford University School of Medicine, Medical School Office Building (MSOB), Room X-335, MC 5464, 1265 Welch Road, Stanford, CA, 94305-5479, USA. dlrubin@stanford.edu.;Department of Radiology, Stanford University School of Medicine, Stanford, CA, 94305, USA. dlrubin@stanford.edu. ^[3]

关键词 Conditional random fields Measurement extraction Natural language processing Radiology report