Automatic detection and classification of rib fractures based on patients' CT images and clinical information via convolutional neural network.

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第一作者： Qing-Qing,Zhou

第一单位： Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, No. 168, gushan Road, Nanjing, 211100, Jiangsu Province, China.

作者： Qing-Qing,Zhou ^[1] ; Wen,Tang ^[2] ; Jiashuo,Wang ^[3] ; Zhang-Chun,Hu ^[1] ; Zi-Yi,Xia ^[1] ; Rongguo,Zhang ^[2] ; Xinyi,Fan ^[2] ; Wei,Yong ^[4] ; Xindao,Yin ^[4] ; Bing,Zhang ^[5] ; Hong,Zhang ^[6]

作者单位： Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, No. 168, gushan Road, Nanjing, 211100, Jiangsu Province, China. ^[1] Institute of Advanced Research, Beijing Infervision Technology Co Ltd, Yuanyang International Center, Beijing, 100025, China. ^[2] Research Center of Biostatistics and Computational Pharmacy, China Pharmaceutical University, No.639, Long Mian Avenue, Nanjing, 211198, Jiangsu Province, China. ^[3] Department of Radiology, Nanjing First Hospital, Nanjing Medical University, No. 68, Changle Road, Nanjing, 210006, China. ^[4] Department of Radiology, the Affiliated Nanjing Drum Tower Hospital of Nanjing University Medical School, Nanjing, 210008, China. ^[5] Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, No. 168, gushan Road, Nanjing, 211100, Jiangsu Province, China. jnyyfsk@126.com. ^[6]

关键词 Artificial intelligence Computed tomography ROC curve Rib fractures X-ray