e-Health: Data Integration, Data Mining, and Knowledge Management in Health Informatics
نویسنده
چکیده
of a keynote speech In last few decades, with the advent of database systems and networking technologies, a huge volume of health data and valuable medical knowledge have been electronically available, accessible and processible, especially over the virtual cyberspace – the Web, even from a remote corner in the world. Nowadays the wide deployment of Hospital Information Management Systems (HIMS) and Web based clinical or medical systems, for example, the Medical Director, a generic GP clinical system, have made it possible to record, disseminate and implement the health information and clinical practices easily and globally. And health care and medical service is becoming more data-intensive and evidence-based since electronic health records are used to track individuals’ and communities’ health information (particularly changes). These substantially motivate and advance the emergence and the progress of data-centric health data and knowledge management research and practice, for example, Health Informatics. In this presentation, we will introduce several case studies and research projects to address the challenges encountered in health service. These include data exchange and health service Integration in health information systems, health information visualisation, data mining and data analyse for patient care management. We will then introduce a framework of data integration, knowledge management and user behaviour modelling for complementing and improving existing health care and service systems.
منابع مشابه
Data Mining: A Novel Outlook to Explore Knowledge in Health and Medical Sciences
Today medical and Healthcare industry generate loads of diverse data about patients, disease diagnosis, prognosis, management, hospitals’ resources, electronic patient health records, medical devices and etc. Using the most efficient processing and analyzing method for knowledge extraction is a key point to cost-saving in clinical decision making. Data mining, sometimes called data or knowledge...
متن کاملKnowledge Translation Status in Shiraz University of Medical Sciences
Background: The optimal use of research findings is crucial. One of the activities that improves application of research-derived knowledge is the knowledge translation. This study aimed to investigate the status of knowledge translation in Shiraz University of Medical Sciences. Methods: This cross-sectional and descriptive-analytical study was conducted in 2018. The sample size included 143 fa...
متن کاملKnowledge Management, Data Mining, and Text Mining in Medical Informatics
Management Information Systems Department, Eller College of Management, University of Arizona, Tucson, Arizona 85721; University of Washington, Biomedical and Health Informatics, Seattle, Washington 98195-7155; Columbia University, Department of Biomedical Informatics New York, New York 10032; Oregon Health and Science University, Medical Informatics and Clinical Epidemiology, Portland, Oregon ...
متن کاملData Mining , Validation , and Collaborative Knowledge Capture
For large-scale data mining, utilizing data from ubiquitous and mixed-structured data sources, the extraction and integration into a comprehensive data-warehouse is usually of prime importance. Then, appropriate methods for validation and potential refinement are essential. This chapter describes an approach for integrating data mining, information extraction, and validation with collaborative ...
متن کاملInvestigation of the Status of IoT-Based Health Information Systems in a Three-Dimensional Conceptual Framework
Introduction: The ability to transfer data over the Internet of Things (IoT) to make right and timely decisions through accurate data collection has provided incredible interactive power and has resulted in an intelligent world with automated decision-making capability. The objective of this study was to investigate the status of IoT-based health information systems in a three-dimensional conce...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010