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Multi-modal spatio-temporal meteorological forecasting with deep neural network 期刊论文
ISPRS Journal of Photogrammetry and Remote Sensing, 2022, 页码: 14
Authors:  Xinbang Zhang;  Qizhao Jin;  Tingzhao Yu;  Shiming Xiang;  Qiuming Kuang;  Véronique Prinet;  Chunhong Pan
Adobe PDF(3735Kb)  |  Favorite  |  View/Download：29/1  |  Submit date：2022/07/01
Meterological forecasting  Deep learning  Neural architecture search  AutoML  
Deep Learning Radiomics Based on Contrast-Enhanced Ultrasound Might Optimize Curative Treatments for Very-Early or Early-Stage Hepatocellular Carcinoma Patients 期刊论文
LIVER CANCER, 2020, 卷号: 9, 期号: 4, 页码: 397-413
Authors:  Liu, Fei;  Liu, Dan;  Wang, Kun;  Xie, Xiaohua;  Su, Liya;  Kuang, Ming;  Huang, Guangliang;  Peng, Baogang;  Wang, Yuqi;  Lin, Manxia;  Tian, Jie;  Xie, Xiaoyan
View  |  Adobe PDF(1066Kb)  |  Favorite  |  View/Download：122/22  |  Submit date：2020/09/07
Contrast-enhanced ultrasound  Hepatocellular carcinoma  Radiomics  Radiofrequency ablation  Surgical resection  
Accurate prediction of responses to transarterial chemoembolization for patients with hepatocellular carcinoma by using artificial intelligence in contrast-enhanced ultrasound 期刊论文
EUROPEAN RADIOLOGY, 2020, 卷号: 30, 期号: 4, 页码: 2365-2376
Authors:  Liu, Dan;  Liu, Fei;  Xie, Xiaoyan;  Su, Liya;  Liu, Ming;  Xie, Xiaohua;  Kuang, Ming;  Huang, Guangliang;  Wang, Yuqi;  Zhou, Hui;  Wang, Kun;  Lin, Manxia;  Tian, Jie
Favorite  |  View/Download：84/0  |  Submit date：2020/06/02
Therapeutic chemoembolization  Hepatocellular carcinoma  Ultrasonography  Deep learning  
Mixture probabilistic model for precipitation ensemble forecasting 期刊论文
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2019, 卷号: 145, 期号: 725, 页码: 19
Authors:  Wu, Yajing;  Yang, Xuebing;  Zhang, Wensheng;  Kuang, Qiuming
Adobe PDF(4238Kb)  |  Favorite  |  View/Download：127/1  |  Submit date：2019/12/16
ensemble forecast  post-processing  precipitation  probabilistic forecast  
Pretreatment prediction of immunoscore in hepatocellular cancer: a radiomics-based clinical model based on Gd-EOB-DTPA-enhanced MRI imaging 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 8, 页码: 4177-4187
Authors:  Chen, Shuling;  Feng, Shiting;  Wei, Jingwei;  Liu, Fei;  Li, Bin;  Li, Xin;  Hou, Yang;  Gu, Dongsheng;  Tang, Mimi;  Xiao, Han;  Jia, Yingmei;  Peng, Sui;  Tian, Jie;  Kuang, Ming
Favorite  |  View/Download：117/0  |  Submit date：2019/12/16
Carcinoma  Hepatocellular  Gadolinium ethoxybenzyl DTPA  Magnetic resonance imaging  Immunotherapy  
Ultrasound-based radiomics score: a potential biomarker for the prediction of microvascular invasion in hepatocellular carcinoma 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 6, 页码: 2890-2901
Authors:  Hu, Hang-tong;  Wang, Zhu;  Huang, Xiao-wen;  Chen, Shu-ling;  Zheng, Xin;  Ruan, Si-min;  Xie, Xiao-yan;  Lu, Ming-de;  Yu, Jie;  Tian, Jie;  Liang, Ping;  Wang, Wei;  Kuang, Ming
Favorite  |  View/Download：151/0  |  Submit date：2019/07/12
Nomogram  Radiomics  Ultrasonography  
AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2018, 卷号: 30, 期号: 9, 页码: 1672-1685
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
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Multi-class Imbalanced Problems  Over-sampling  Mdo  Mixed-type Data  
基于随机森林的降雨估计模型与算法研究 学位论文
, 北京: 中国科学院研究生院, 2017
Authors:  匡秋明
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随机森林  降雨估计  多源数据融合  时空模型  不平衡数据  
A terrain-based weighted random forests method for radar quantitative precipitation estimation 期刊论文
METEOROLOGICAL APPLICATIONS, 2017, 卷号: 24, 期号: 3, 页码: 404-414
Authors:  Yang, Xuebing;  Kuang, Qiuming;  Zhang, Wensheng;  Zhang, Guoping;  Wensheng Zhang
View  |  Adobe PDF(2643Kb)  |  Favorite  |  View/Download：215/50  |  Submit date：2018/04/03
Radar Qpe  Vpr  Rainfall Estimation  Random Forests  
An Effective High Resolution Rainfall Estimation Based on Spatiotemporal Modeling 会议论文
, Seoul,Korea, May 22-24,2017
Authors:  Qiuming Kuang;  Xuebing Yang;  Wensheng Zhang;  Guoping Zhang;  Naixue Xiong
View  |  Adobe PDF(160Kb)  |  Favorite  |  View/Download：299/94  |  Submit date：2017/06/03
Rainfall Estimation System  Spatiotemporal Model  Radar Reflectivity  High Resolution