Applying data mining in healthcare: An info-structure for delivering 'Data-Driven' strategic services

被引:0
作者
Abidi, SSR [1 ]
机构
[1] Univ Sains Malaysia, Sch Comp Sci, Hlth Informat Res Grp, Penang 11800, Malaysia
来源
MEDICAL INFORMATICS EUROPE '99 | 1999年 / 68卷
关键词
D O I
暂无
中图分类号
R-058 [];
学科分类号
摘要
Presently, there is a growing demand from the healthcare community to leverage upon and transform the vast quantities of healthcare data into value-added, 'decision-quality' knowledge, vis-a-vis, strategic knowledge services oriented towards healthcare management and planning; To meet this end, we present a Strategic Knowledge Services Info-structure that leverages on existing healthcare knowledge/data bases to derive decision-quality knowledge-knowledge that is extracted from healthcare data through services akin to knowledge discovery in databases and data mining.
引用
收藏
页码:453 / 456
页数:4
相关论文
共 50 条
[31]   Diagnosing bias in data-driven algorithms for healthcare [J].
Jenna Wiens ;
W. Nicholson Price ;
Michael W. Sjoding .
Nature Medicine, 2020, 26 :25-26
[32]   Data-driven healthcare: from patterns to actions [J].
Grossglauser, M. ;
Saner, H. .
EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2014, 21 :14-17
[33]   Data-driven drug discovery and healthcare by AI [J].
Yamanishi, Yoshihiro .
CANCER SCIENCE, 2023, 114 :7-7
[34]   Diagnosing bias in data-driven algorithms for healthcare [J].
Wiens, Jenna ;
Price, W. Nicholson ;
Sjoding, Michael W. .
NATURE MEDICINE, 2020, 26 (01) :25-26
[35]   Data-driven Crowdsourcing: Management, Mining, and Applications [J].
Chen, Lei ;
Lee, Dongwon ;
Milo, Tova .
2015 IEEE 31ST INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2015, :1527-1529
[36]   Data-Driven Bilayer Software Process Mining [J].
Zhu, Rui ;
Li, Tong ;
Mo, Qi ;
He, Zhen-Li ;
Yu, Qian ;
Wang, Yi-Quan .
Ruan Jian Xue Bao/Journal of Software, 2018, 29 (11) :3455-3483
[37]   Big Data Driven Healthcare Services and Wearables [J].
Hahanov, Vladimir ;
Miz, Volodymyr .
PROCEEDINGS OF XIIITH INTERNATIONAL CONFERENCE - EXPERIENCE OF DESIGNING AND APPLICATION OF CAD SYSTEMS IN MICROELECTRONICS CADSM 2015, 2015, :310-312
[38]   A Data Structure for Developing Data-Driven Digital Twins [J].
Orukele, Oghenemarho ;
Polette, Arnaud ;
Lorenzo, Aldo Gonzalez ;
Mari, Jean-Luc ;
Pernot, Jean-Philippe .
PRODUCT LIFECYCLE MANAGEMENT: LEVERAGING DIGITAL TWINS, CIRCULAR ECONOMY, AND KNOWLEDGE MANAGEMENT FOR SUSTAINABLE INNOVATION, PT I, PLM 2023, 2024, 701 :25-35
[39]   A data-driven approach to online fitting services [J].
Lofstrom, Tuwe ;
Johansson, Ulf ;
Balkow, Jenny ;
Sundell, Hakan .
DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 :1559-1566
[40]   Cooperating services for data-driven computational experimentation [J].
Plale, B ;
Gannon, D ;
Huang, Y ;
Kandaswamy, G ;
Pallickara, SL ;
Slominski, A .
COMPUTING IN SCIENCE & ENGINEERING, 2005, 7 (05) :34-43