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ORCIDMing Sheng
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2020 – today
- 2024
[j7]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): 37 (2024)- [i2]Ming Sheng, Shuliang Wang, Yong Zhang, Kaige Wang, Jingyi Wang, Yi Luo, Rui Hao:
MQRLD: A Multimodal Data Retrieval Platform with Query-aware Feature Representation and Learned Index Based on Data Lake. CoRR abs/2408.16237 (2024) - 2023
- [c33]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: 199-212 - 2022
- [j6]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): 22 (2022) - [c32]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: 26-33 - [c31]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: 113-124 - [c30]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: 127-135 - [c29]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: 136-144 - [c28]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: 165-176 - [c27]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: 243-257 - [i1]Zeyu Wang, Huiying Zhao, Peng Ren, Yuxi Zhou, Ming Sheng:
Learning Optimal Treatment Strategies for Sepsis Using Offline Reinforcement Learning in Continuous Space. CoRR abs/2206.11190 (2022) - 2021
- [c26]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: 706-717 - [c25]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: 727-738 - [c24]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: 245-253 - [c23]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: 254-266 - 2020
- [j5]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): 22 (2020) - [j4]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): 102324 (2020) - [c22]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: 215-222 - [c21]Wei Dai, Mengxing Huang, Qian Wu, Hanzhi Cai, Ming Sheng, Xin Li:
Hospitalization Cost Prediction for Cardiovascular Disease by Effective Feature Selection. WISA 2020: 314-325 - [c20]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: 467-474 - [c19]Mira Shah, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing:
Smarter Smart Contracts: Efficient Consent Management in Health Data Sharing. APWeb/WAIM (2) 2020: 141-155 - [c18]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: 68-75
2010 – 2019
- 2019
- [c17]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: 512-517 - [c16]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: 518-523 - [c15]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: 714-719 - [c14]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: 3-14 - [c13]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: 27-38 - [c12]Mira Shah, Chao Li, Ming Sheng, Yong Zhang, Chunxiao Xing:
CrowdMed: A Blockchain-Based Approach to Consent Management for Health Data Sharing. ICSH 2019: 345-356 - 2018
- [c11]Ming Sheng, Qingcheng Hu, Yong Zhang, Chunxiao Xing, Tingting Zhang:
A Data-Intensive CDSS Platform Based on Knowledge Graph. HIS 2018: 146-155 - 2017
- [c10]Hongxia Liu, Qingcheng Hu, Yong Zhang, Chunxiao Xing, Ming Sheng:
A Knowledge-Based Health Question Answering System. ICSH 2017: 286-291 - 2016
- [c9]Ming Sheng, Jianwei Liu, Hongxia Liu, Yong Zhang, Chunxiao Xing, Yinan Li:
A Networked and Intelligent Regional Collaborative Treatment System for AMI. ICSH 2016: 132-143 - 2015
- [c8]Ming Sheng, Yong Zhang, Jigang Yang, Chao Li, Chunxiao Xing:
Fihuo: A Moblie Smart Health Service Platform. IEEE WISA 2015: 179-183 - 2012
- [j3]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): 22-23 (2012) - [c7]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: 1-5 - 2011
- [j2]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: 35 (2011) - [c6]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: 1-5 - [c5]Xiu-Xiu Xie, Jun-Bo Wang, Xiaoyu Dang, Ling-Ling Cao, Ming Sheng, Min Feng:
MAP equalization in indoor visible light communication. WCSP 2011: 1-5 - 2010
- [c4]Fuyou Han, Jinsong Li, Miao Qi, Ming Sheng:
An Approach of Iris Recognition Based on Partical Swarm Optimization. FCST 2010: 541-545
2000 – 2009
- 2008
- [c3]Eliathamby Ambikairajah, Julien Epps, Samuel J. Freney, Ming Sheng:
A self-directed learning approach to signal processing education. ICASSP 2008: 2645-2648 - 2007
- [j1]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): 130-133 (2007) - 2005
- [c2]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: 565-568 - 2003
- [c1]Eliathamby Ambikairajah, Julien Epps, Ming Sheng, Branko G. Celler:
Evaluation of a virtual teaching laboratory for signal processing education. ICASSP (3) 2003: 757-760
Coauthor Index
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