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Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research 期刊论文
MEDICAL PHYSICS, 2021, 卷号: 48, 期号: 9, 页码: 5017-5028
作者:  Wang, Siwen;  Dong, Di;  Zhang, Wenjuan;  Hu, Hui;  Li, Hailin;  Zhu, Yongbei;  Zhou, Junlin;  Shan, Xiuhong;  Tian, Jie
Adobe PDF(2265Kb)  |  收藏  |  浏览/下载：243/36  |  提交时间：2021/11/02
advanced gastric cancer  Borrmann classification  ensemble learning  multilayer perceptron networks  radiomics  
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：346/56  |  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：326/54  |  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  
A deep learning-based prognostic nomogram integrating microscopic digital pathology and macroscopic magnetic resonance images in nasopharyngeal carcinoma: a multi-cohort study 期刊论文
Therapeutic Advances in Medical Oncology, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:  Zhang, Fan;  Zhong, Lianzhen;  Zhao, Xun;  Dong, Di;  Yao, Jijin;  Wang, Siyang;  Liu, Ye;  Zhu, Ding;  Wang, Yin;  Wang, Guojie;  Wang, Yiming;  Li, Dan;  Wei, Jiang;  Tian, Jie;  Shan, Hong
浏览  |  Adobe PDF(193Kb)  |  收藏  |  浏览/下载：271/54  |  提交时间：2020/10/25
nasopharyngeal carcinoma  
Multi-Habitat Based Radiomics for the Prediction of Treatment Response to Concurrent Chemotherapy and Radiation Therapy in Locally Advanced Cervical Cancer 期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:  Fang, Mengjie;  Kan, Yangyang;  Dong, Di;  Yu, Tao;  Zhao, Nannan;  Jiang, Wenyan;  Zhong, Lianzhen;  Hu, Chaoen;  Luo, Yahong;  Tian, Jie
Adobe PDF(730Kb)  |  收藏  |  浏览/下载：346/56  |  提交时间：2020/06/22
cervical cancer  MRI  radiomics  treatment response prediction  concurrent chemotherapy and radiation therapy  precision medicine  
Evaluation of Lymph Node Metastasis in Advanced Gastric Cancer Using Magnetic Resonance Imaging-Based Radiomics 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 1265
作者:  Chen, Wujie;  Wang, Siwen;  Dong, Di;  Gao, Xuning;  Zhou, Kefeng;  Li, Jiaying;  Lv, Bin;  Li, Hailin;  Wu, Xiangjun;  Fang, Mengjie;  Tian, Jie;  Xu, Maosheng
Adobe PDF(1130Kb)  |  收藏  |  浏览/下载：384/48  |  提交时间：2020/03/30
lymph node metastasis  magnetic resonance imaging  diffusion-weighted imaging  advanced gastric cancer  radiomics  
Multiplanar MRI-Based Predictive Model for Preoperative Assessment of Lymph Node Metastasis in Endometrial Cancer 期刊论文
FRONTIERS IN ONCOLOGY, 2019, 卷号: 9, 页码: 1007
作者:  Xu, Xiaojuan;  Li, Hailin;  Wang, Siwen;  Fang, Mengjie;  Zhong, Lianzhen;  Fan, Wenwen;  Dong, Di;  Tian, Jie;  Zhao, Xinming
Adobe PDF(2786Kb)  |  收藏  |  浏览/下载：280/46  |  提交时间：2020/03/30
endometrial cancer  lymph node  metastasis  magnetic resonance imaging  radiomics  
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas 期刊论文
JOURNAL OF NEURO-ONCOLOGY, 2018, 卷号: 140, 期号: 2, 页码: 297-306
作者:  Han, Yuqi;  Xie, Zhen;  Zang, Yali;  Zhang, Shuaitong;  Gu, Dongsheng;  Zhou, Mu;  Gevaert, Olivier;  Wei, Jingwei;  Li, Chao;  Chen, Hongyan;  Du, Jiang;  Liu, Zhenyu;  Dong, Di;  Tian, Jie;  Zhou, Dabiao
浏览  |  Adobe PDF(2365Kb)  |  收藏  |  浏览/下载：510/151  |  提交时间：2019/07/12
Lower-grade glioma  1p19q Co-deletion  Prediction  Radiomics  Magnetic resonance imaging  
Radiomics signature: a biomarker for the preoperative discrimination of lung invasive adenocarcinoma manifesting as a ground-glass nodule 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 2, 页码: 889-897
作者:  Fan, Li;  Fang, MengJie;  Li, ZhaoBin;  Tu, WenTing;  Wang, ShengPing;  Chen, WuFei;  Tian, Jie;  Dong, Di;  Liu, ShiYuan
Adobe PDF(1323Kb)  |  收藏  |  浏览/下载：341/32  |  提交时间：2019/07/12
Lung  Adenocarcinoma  Tomography  x-ray computed  Computational biology  Solitary pulmonary nodule  
Development and validation of an individualized nomogram to identify occult peritoneal metastasis in patients with advanced gastric cancer 期刊论文
ANNALS OF ONCOLOGY, 2019, 卷号: 30, 期号: 3, 页码: 431-438
作者:  Dong, Di;  Tang, Lei;  Li, Ziyu;  Fang, Mengjie;  Gao, Jianbo;  Shan, Xiuhong;  Ying, Xiangji;  Sun, Yingshi;  Fu, Jia;  Wang, Xiaoxiao;  Li, Liming;  Li, Zhenhui;  Zhang, Dafu;  Zhang, Yan;  Li, Zhemin;  Shan, Fei;  Bu, Zhaode;  Tian, Jie;  Ji, Jiafu
浏览  |  Adobe PDF(593Kb)  |  收藏  |  浏览/下载：462/75  |  提交时间：2019/07/12
occult peritoneal metastasis  radiomic nomogram  advanced gastric cancer