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Prediction of Recurrence using a Stacked Denoising Autoencoder and Multifaceted Feature Analysis of Pretreatment MRI in Patients with Nasopharyngeal Carcinoma.

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第一作者： Yibin,Liu

第一单位： Department of Otolaryngology & Head and Neck Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China.;Department of Otolaryngology & Head and Neck Surgery, Ganzhou People's Hospital, Ganzhou, 341000, China.

作者： Yibin,Liu ^[1] ; Xianwen,Wang ^[2] ; Jiongyi,Li ^[3] ; Junxiao,Gao ^[4] ; Bin,He ^[5] ; Xianlong,Wang ^[6] ; Lianfang,Tian ^[3] ; Bin,Li ^[3] ; Qianhui,Qiu ^[7]

作者单位： Department of Otolaryngology & Head and Neck Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China.;Department of Otolaryngology & Head and Neck Surgery, Ganzhou People's Hospital, Ganzhou, 341000, China. ^[1] Department of Otolaryngology & Head and Neck Surgery, Ganzhou People's Hospital, Ganzhou, 341000, China. ^[2] School of Automation Science and Engineering, South China University of Technology, Guangzhou, 510640, China. ^[3] Department of Otolaryngology & Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China. ^[4] Department of Otolaryngology & Head and Neck Surgery, Wuzhou Red Cross Hospital, Wuzhou, 543002, China. ^[5] Department of Imaging Diagnosis, Zhujiang Hospital, Southern Medical University, Guangzhou, 510280, China. ^[6] Department of Otolaryngology & Head and Neck Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, 510080, China. ^[7]

关键词 Nasopharyngeal carcinoma magnetic resonance imaging.prediction model recurrence stacked denoising autoencoder support vector machine