Ming Sheng

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 30

Top Topics

Heterogeneous Data

Cardiovascular Disease

Graph Construction

Top Venues

Health Inf. Sci. Syst.

Publications

Ming Sheng, Shuliang Wang, Yong Zhang, Rui Hao, Ye Liang, Yi Luo, Wenhan Yang, Jincheng Wang, Yinan Li, Wenkui Zheng, Wenyao Li
A multi-source heterogeneous medical data enhancement framework based on lakehouse. Health Inf. Sci. Syst. 12 (1) (2024)
Rui Hao, Ming Sheng, Yong Zhang, Huiying Zhao, Chenxiao Hao, Wenyao Li, Luoxi Wang, Chao Li
Enhancing Clustering Performance in Sepsis Time Series Data Using Gravity Field. HIS (2023)
Peng Ren, Zhiyuan Tian, Zeyu Wang, Xin Li, Xia Wang, Tao Zhao, Ming Sheng
An Anomaly Detection Framework Based on Data Lake for Medical Multivariate Time Series. HIS (2022)
Peng Ren, Xingyue Liu, Shuxin Zheng, Lijun Liao, Xin Li, Ligong Lu, Xia Wang, Ruoyu Wang, Ming Sheng
A Hybrid Medical Causal Inference Platform Based on Data Lake. HIS (2022)
Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space. HIS (2022)
Qi Xiao, Wenkui Zheng, Chenyu Mao, Wei Hou, Hao Lan, Daojun Han, Yang Duan, Peng Ren, Ming Sheng
MHDML: Construction of a Medical Lakehouse for Multi-source Heterogeneous Data. HIS (2022)
Yong Zhang, Ming Sheng, Xingyue Liu, Ruoyu Wang, Weihang Lin, Peng Ren, Xia Wang, Enlai Zhao, Wenchao Song
A heterogeneous multi-modal medical data fusion framework supporting hybrid data exploration. Health Inf. Sci. Syst. 10 (1) (2022)
Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space. CoRR (2022)
Qin Cui, Wenkui Zheng, Wei Hou, Ming Sheng, Peng Ren, Wang Chang, Xiangyang Li
HoloCleanX: A Multi-source Heterogeneous Data Cleaning Solution Based on Lakehouse. HIS (2022)
Wei Hou, Wenkui Zheng, Ming Sheng, Peng Ren, Baifu Zuo, Zhentao Hu, Xianxing Liu, Yang Duan
Medical Knowledge Graph Construction Based on Traceable Conversion. HIS (2022)
Peng Ren, Ziyun Mao, Shuaibo Li, Yang Xiao, Yating Ke, Lanyu Yao, Hao Lan, Xin Li, Ming Sheng, Yong Zhang
Intelligent Visualization System for Big Multi-source Medical Data Based on Data Lake. WISA (2021)
Peng Ren, Wei Hou, Ming Sheng, Xin Li, Chao Li, Yong Zhang
MKGB: A Medical Knowledge Graph Construction Framework Based on Data Lake and Active Learning. HIS (2021)
Peng Ren, Weihang Lin, Ye Liang, Ruoyu Wang, Xingyue Liu, Baifu Zuo, Tan Chen, Xin Li, Ming Sheng, Yong Zhang
HMDFF: A Heterogeneous Medical Data Fusion Framework Supporting Multimodal Query. HIS (2021)
Peng Ren, Shuaibo Li, Wei Hou, Wenkui Zheng, Zhen Li, Qin Cui, Wang Chang, Xin Li, Chun Zeng, Ming Sheng, Yong Zhang
MHDP: An Efficient Data Lake Platform for Medical Multi-source Heterogeneous Data. WISA (2021)
Wei Dai, Mengxing Huang, Qian Wu, Hanzhi Cai, Ming Sheng, Xin Li
Hospitalization Cost Prediction for Cardiovascular Disease by Effective Feature Selection. WISA (2020)
Mehdi Naseriparsa, Ahmed Al-Shammari, Ming Sheng, Yong Zhang, Rui Zhou
RSMOTE: improving classification performance over imbalanced medical datasets. Health Inf. Sci. Syst. 8 (1) (2020)
Kalkidan Fekadu Eteffa, Samuel Ansong, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing
An Experimental Study of Time Series Based Patient Similarity with Graphs. WISA (2020)
Mira Shah, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing
Smarter Smart Contracts: Efficient Consent Management in Health Data Sharing. APWeb/WAIM (2) (2020)
Ming Sheng, Anqi Li, Yuelin Bu, Jing Dong, Yong Zhang, Xin Li, Chao Li, Chunxiao Xing
DSQA: A Domain Specific QA System for Smart Health Based on Knowledge Graph. WISA (2020)
Ming Sheng, Jing Dong, Yong Zhang, Yuelin Bu, Anqi Li, Weihang Lin, Xin Li, Chunxiao Xing
AHIAP: An Agile Medical Named Entity Recognition and Relation Extraction Framework Based on Active Learning. HIS (2020)
Yong Zhang, Ming Sheng, Rui Zhou, Ye Wang, Guangjie Han, Han Zhang, Chunxiao Xing, Jing Dong
HKGB: An Inclusive, Extensible, Intelligent, Semi-auto-constructed Knowledge Graph Framework for Healthcare with Clinicians' Expertise Incorporated. Inf. Process. Manag. 57 (6) (2020)
Ming Sheng, Yuyao Shao, Yong Zhang, Chao Li, Chunxiao Xing, Han Zhang, Jingwen Wang, Fei Gao
DEKGB: An Extensible Framework for Health Knowledge Graph. ICSH (2019)
Ming Sheng, Jingwen Wang, Yong Zhang, Xin Li, Chao Li, Chunxiao Xing, Qiang Li, Yuyao Shao, Han Zhang
DocKG: A Knowledge Graph Framework for Health with Doctor-in-the-Loop. HIS (2019)
Samuel Ansong, Kalkidan Fekadu Eteffa, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing
How to Empower Disease Diagnosis in a Medical Education System Using Knowledge Graph. WISA (2019)
Mira Shah, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing
CrowdMed: A Blockchain-Based Approach to Consent Management for Health Data Sharing. ICSH (2019)
Ming Sheng, Han Zhang, Yong Zhang, Chao Li, Chunxiao Xing, Jingwen Wang, Yuyao Shao, Fei Gao
CLMed: A Cross-lingual Knowledge Graph Framework for Cardiovascular Diseases. WISA (2019)
Kalkidan Fekadu Eteffa, Samuel Ansong, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing
Application of Patient Similarity in Smart Health: A Case Study in Medical Education. WISA (2019)
Ming Sheng, Qingcheng Hu, Yong Zhang, Chunxiao Xing, Tingting Zhang
A Data-Intensive CDSS Platform Based on Knowledge Graph. HIS (2018)
Hongxia Liu, Qingcheng Hu, Yong Zhang, Chunxiao Xing, Ming Sheng
A Knowledge-Based Health Question Answering System. ICSH (2017)
Ming Sheng, Jianwei Liu, Hongxia Liu, Yong Zhang, Chunxiao Xing, Yinan Li
A Networked and Intelligent Regional Collaborative Treatment System for AMI. ICSH (2016)
Ming Sheng, Yong Zhang, Jigang Yang, Chao Li, Chunxiao Xing
Fihuo: A Moblie Smart Health Service Platform. IEEE WISA (2015)
Ling-Ling Cao, Ming Sheng, Min Feng, Xiu-Xiu Xie
BER performance of free-space optical communication in strong turbulence with pointing errors. WCSP (2012)
Jun-Bo Wang, Ming Sheng, Xiaoyu Song, Yuan Jiao, Ming Chen
Comments on 'BER Performance of FSO Links over Strong Atmospheric Turbulence Channels with Pointing Errors'. IEEE Commun. Lett. 16 (1) (2012)
Xiu-Xiu Xie, Jun-Bo Wang, Xiaoyu Dang, Ling-Ling Cao, Ming Sheng, Min Feng
MAP equalization in indoor visible light communication. WCSP (2011)
Min Feng, Jun-Bo Wang, Ming Sheng, Ling-Ling Cao, Xiu-Xiu Xie, Ming Chen
Outage performance for parallel relay-assisted free-space optical communications in strong turbulence with pointing errors. WCSP (2011)
Xibin Zhao, Jun-Bo Wang, Jin-Yuan Wang, Ming Chen, Min Feng, Ming Sheng
System outage probability analysis in uplink multi-hop cellular systems over composite channels. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Fuyou Han, Jinsong Li, Miao Qi, Ming Sheng
An Approach of Iris Recognition Based on Partical Swarm Optimization. FCST (2010)
Eliathamby Ambikairajah, Julien Epps, Samuel J. Freney, Ming Sheng
A self-directed learning approach to signal processing education. ICASSP (2008)
Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler
Tablet PC and Electronic Whiteboard Use in Signal Processing Education [DSP Education]. IEEE Signal Process. Mag. 24 (1) (2007)
Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler, Peter Chen
Experiences with an electronic whiteboard teaching laboratory and tablet PC based lecture presentations [DSP courses]. ICASSP (5) (2005)
Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler
Evaluation of a virtual teaching laboratory for signal processing education. ICASSP (3) (2003)