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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
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Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
A novel machine learning-based radiomic model for diagnosing high bleeding risk esophageal varices in cirrhotic patients 期刊论文
HEPATOLOGY INTERNATIONAL, 2022, 卷号: 16, 期号: 2, 页码: 423-432
Authors:  Yan, Yijie;  Li, Yue;  Fan, Chunlei;  Zhang, Yuening;  Zhang, Shibin;  Wang, Zhi;  Huang, Tehui;  Ding, Zhenjia;  Hu, Keqin;  Li, Lei;  Ding, Huiguo
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Machine learning  Radiomic model  Esophageal varices  Cirrhotic portal hypertension  Computed tomography  Endoscopy  
An imaging-based artificial intelligence model for non-invasive grading of hepatic venous pressure gradient in cirrhotic portal hypertension 期刊论文
CELL REPORTS MEDICINE, 2022, 卷号: 3, 期号: 3, 页码: 13
Authors:  Yu, Qian;  Huang, Yifei;  Li, Xiaoguo;  Pavlides, Michael;  Liu, Dengxiang;  Luo, Hongwu;  Ding, Huiguo;  An, Weimin;  Liu, Fuquan;  Zuo, Changzeng;  Lu, Chunqiang;  Tang, Tianyu;  Wang, Yuancheng;  Huang, Shan;  Liu, Chuan;  Zheng, Tianlei;  Kang, Ning;  Liu, Changchun;  Wang, Jitao;  Akcalar, Seray;  Celebioglu, Emrecan;  Ustuner, Evren;  Bilgic, Sadik;  Fang, Qu;  Fu, Chi-Cheng;  Zhang, Ruiping;  Wang, Chengyan;  Wei, Jingwei;  Tian, Jie;  Ormeci, Necati;  Ellik, Zeynep;  Asiller, Ozgun Omer;  Ju, Shenghong;  Qi, Xiaolong
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venous pressure gradient (HVPG)  
Deep Convolutional Neural Network-Aided Detection of Portal Hypertension in Patients With Cirrhosis 期刊论文
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 卷号: 18, 期号: 13, 页码: 2998-+
Authors:  Liu, Yanna;  Ning, Zhenyuan;  Ormeci, Necati;  An, Weimin;  Yu, Qian;  Han, Kangfu;  Huang, Yifei;  Liu, Dengxiang;  Liu, Fuquan;  Li, Zhiwei;  Ding, Huiguo;  Luo, Hongwu;  Zuo, Changzeng;  Liu, Changchun;  Wang, Jitao;  Zhang, Chunqing;  Ji, Jiansong;  Wang, Wenhui;  Wang, Zhiwei;  Wang, Weidong;  Yuan, Min;  Li, Lei;  Zhao, Zhongwei;  Wang, Guangchuan;  Li, Mingxing;  Liu, Qingbo;  Lei, Junqiang;  Liu, Chuan;  Tang, Tianyu;  Akcalar, Seray;  Celebioglu, Emrecan;  Ustuner, Evren;  Bilgic, Sadik;  Ellik, Zeynep;  Asiller, Ozgun Omer;  Liu, Zaiyi;  Teng, Gaojun;  Chen, Yaolong;  Hou, Jinlin;  Li, Xun;  He, Xiaoshun;  Dong, Jiahong;  Tian, Jie;  Liang, Ping;  Ju, Shenghong;  Zhang, Yu;  Qi, Xiaolong
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HVPG  Diagnostic  Deep Learning  AI  
Radiomics in liver diseases: Current progress and future opportunities 期刊论文
LIVER INTERNATIONAL, 2020, 卷号: 40, 期号: 9, 页码: 2050-2063
Authors:  Wei, Jingwei;  Jiang, Hanyu;  Gu, Dongsheng;  Niu, Meng;  Fu, Fangfang;  Han, Yuqi;  Song, Bin;  Tian, Jie
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data science  liver diseases  machine learning  precision medicine  radiologic technology  
An attention-based multi-task model for named entity recognition and intent analysis of Chinese online medical questions 期刊论文
Journal of Biomedical Informatics, 2020, 卷号: 108, 期号: 108, 页码: 103511
Authors:  Wu, Chaochen;  Luo, Guan;  Guo, Chao;  Ren, Yin;  Zheng, Anni;  Yang, Cheng
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Natural language processingDeep learningMulti-task learningNamed entity recognitionIntent analysisInterpretability  
DEEP LEARNING OF CT/MR IMAGES FOR NON-INVASIVE DETECTION OF CLINICALLY SIGNIFICANT PORTAL HYPERTENSION IN PATIENTS WITH CIRRHOSIS: RESULTS FROM TWO PROSPECTIVE, MULTICENTER COHORTS 期刊论文
HEPATOLOGY, 2019, 卷号: 70, 页码: 99A-100A
Authors:  Qi, Xiaolong;  Ning, Zhenyuan;  Yu, Qian;  Liu, Yanna, Jr.;  Han, Kangfu;  Huang, Yifei;  An, Weimin;  Liu, Dengxiang;  Liu, Fuquan;  Li, Zhiwei;  Ding, Huiguo;  Zuo, Changzeng;  Wang, Jitao;  Liu, Changchun;  Zhang, Chunqing;  Ji, Jiansong;  Wang, Wenhui;  Wang, Zhiwei;  Wang, Weidong;  Yuan, Min;  Li, Lei;  Zhao, Zhongwei;  Wang, Guangchuan;  Li, Mingxing;  Liu, Qingbo;  Liu, Zaiyi;  Lei, Junqiang;  Liu, Chuan;  Shao, Ruoyang;  Akcalar, Seray;  Celebioglu, Emrecan;  Ustuner, Evren;  Bilgic, Sadik;  Ellik, Zeynep;  Asiller, Ozgun Omer;  Tian, Jie;  He, Xiaoshun;  Ormeci, Necati;  Hou, Jinlin;  Ju, Shenghong;  Zhang, Yu
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Virtual Hepatic Venous Pressure Gradient with CT Angiography (CHESS 1601): A Prospective Multicenter Study for the Noninvasive Diagnosis of Portal Hypertension 期刊论文
RADIOLOGY, 2019, 卷号: 290, 期号: 2, 页码: 370-377
Authors:  Qi, Xiaolong;  An, Weimin;  Liu, Fuquan;  Qi, Ruizhao;  Wang, Lei;  Liu, Yanna;  Liu, Chuan;  Xiang, Yi;  Hui, Jialiang;  Liu, Zhao;  Qi, Xingshun;  Liu, Changchun;  Peng, Baogang;  Ding, Huiguo;  Yang, Yongping;  He, Xiaoshun;  Hou, Jinlin;  Tian, Jie;  Li, Zhiwei
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LGE-CMR-derived texture features reflect poor prognosis in hypertrophic cardiomyopathy patients with systolic dysfunction: preliminary results 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 11, 页码: 4615-4624
Authors:  Cheng, Sainan;  Fang, Mengjie;  Cui, Chen;  Chen, Xiuyu;  Yin, Gang;  Prasad, Sanjay K.;  Dong, Di;  Tian, Jie;  Zhao, Shihua
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Hypertrophic cardiomyopathy  Cardiac magnetic resonance  Late gadolinium enhancement  Texture features  Event-free survival  
Development and validation of a radiomics signature for clinically significant portal hypertension in cirrhosis (CHESS1701): a prospective multicenter study 期刊论文
EBIOMEDICINE, 2018, 卷号: 36, 页码: 151-158
Authors:  Liu, Fuquan;  Ning, Zhenyuan;  Liu, Yanna;  Liu, Dengxiang;  Tian, Jie;  Luo, Hongwu;  An, Weimin;  Huang, Yifei;  Zou, Jialiang;  Liu, Chuan;  Liu, Changchun;  Wang, Lei;  Liu, Zaiyi;  Qi, Ruizhao;  Zuo, Changzeng;  Zhang, Qingge;  Wang, Jitao;  Zhao, Dawei;  Duan, Yongli;  Peng, Baogang;  Qi, Xingshun;  Zhang, Yuening;  Yang, Yongping;  Hou, Jinlin;  Dong, Jiahong;  Li, Zhiwei;  Ding, Huiguo;  Zhang, Yu;  Qi, Xiaolong
Favorite  |  View/Download：215/0  |  Submit date：2019/01/08
Portal hypertension  Liver cirrhosis  Hepatic venous pressure gradient  Radioinics  Noninvasive