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A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients With Underlying Health Conditions: A Multicenter Study 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 7, 页码: 2353-2362
作者:  Wang, Siwen;  Dong, Di;  Li, Liang;  Li, Hailin;  Bai, Yan;  Hu, Yahua;  Huang, Yuanyi;  Yu, Xiangrong;  Liu, Sibin;  Qiu, Xiaoming;  Lu, Ligong;  Wang, Meiyun;  Zha, Yunfei;  Tian, Jie
Adobe PDF(3142Kb)  |  收藏  |  浏览/下载：284/59  |  提交时间：2021/11/02
COVID-19  deep learning  radiomics  prognosis  computed tomography  
Classification of Severe and Critical Covid-19 Using Deep Learning and Radiomics 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3585-3594
作者:  Li, Cong;  Dong, Di;  Li, Liang;  Gong, Wei;  Li, Xiaohu;  Bai, Yan;  Wang, Meiyun;  Hu, Zhenhua;  Zha, Yunfei;  Tian, Jie
Adobe PDF(2325Kb)  |  收藏  |  浏览/下载：376/61  |  提交时间：2021/03/02
COVID-19  radiomics  deep learning  computed tomography (CT)  
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
作者:  Meng, Lingwei;  Dong, Di;  Li, Liang;  Niu, Meng;  Bai, Yan;  Wang, Meiyun;  Qiu, Xiaoming;  Zha, Yunfei;  Tian, Jie
Adobe PDF(4120Kb)  |  收藏  |  浏览/下载：338/58  |  提交时间：2021/03/02
COVID-19  Computed tomography  Lung  Hospitals  Biomedical imaging  Training  Coronavirus disease 2019 (COVID-19)  prognosis  computed tomography  deep learning  artificial intelligence  
Using biparametric MRI radiomics signature to differentiate between benign and malignant prostate lesions 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 114, 页码: 38-44
作者:  Xu, Min;  Fang, Mengjie;  Zou, Jian;  Yang, Shudong;  Yu, Dongdong;  Zhong, Lianzhen;  Hu, Chaoen;  Zang, Yali;  Di, Dong;  Tian, Jie;  Fang, Xiangming
Adobe PDF(1146Kb)  |  收藏  |  浏览/下载：315/71  |  提交时间：2019/07/12
Prostate cancer  Radiomics  Biparametric magnetic resonance imaging  Medical imaging  
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning 期刊论文
EUROPEAN RESPIRATORY JOURNAL, 2019, 卷号: 53, 期号: 3, 页码: 11
作者:  Wang, Shuo;  Shi, Jingyun;  Ye, Zhaoxiang;  Dong, Di;  Yu, Dongdong;  Zhou, Mu;  Liu, Ying;  Gevaert, Olivier;  Wang, Kun;  Zhu, Yongbei;  Zhou, Hongyu;  Liu, Zhenyu;  Tian, Jie
Adobe PDF(743Kb)  |  收藏  |  浏览/下载：548/159  |  提交时间：2019/04/30
Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer? 期刊论文
EUROPEAN RADIOLOGY, 2018, 卷号: 28, 期号: 5, 页码: 2058-2067
作者:  Yang, Lei;  Dong, Di;  Fang, Mengjie;  Zhu, Yongbei;  Zang, Yali;  Liu, Zhenyu;  Zhang, Hongmei;  Ying, Jianming;  Zhao, Xinming;  Tian, Jie
Adobe PDF(1265Kb)  |  收藏  |  浏览/下载：310/28  |  提交时间：2018/10/10
Colorectal Neoplasms  Adenocarcinoma  Mutation  Diagnostic Imaging  Roc Curve