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Building nursing knowledge through informatics: from concept representation to data mining
2003
Journal of Biomedical Informatics
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health care [1] . ...
data mining methods and tools to nursing and other data. • Managing human and organizational issues. ...
doi:10.1016/j.jbi.2003.09.013
pmid:14643717
fatcat:pv2vym7vfnbargx2zfnlocuuwm
Design and Evaluation of Integrated Healthcare Informatics
2017
Journal of Integrated Design & Process Science
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for health related actions; 7) preventive medicine, a study of preventive strategies and interventions in the promotion of community and population health; 8) data science, in performing warehousing, ...
Third, collaborative opportunities among scientists and practitioners have shaped new research ventures in tackling common and special problems in the delivery of health care systems. ...
"Mining Federated Data (MFD) -A Conceptual Framework for Exploration and Evaluation of Hospital Performance Measures" is an article that discusses about different methods used in evaluating the performance ...
doi:10.3233/jid-2017-0016
fatcat:vzrelm2vfvcjln2rbfgywbl6cu
Biomedical Information through the Implementation of Social Media Environments
2012
Journal of Biomedical Informatics
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Social evaluation methods for assessing the quality of biomedical information. Biomedical knowledge mining in social environments. ...
Implementation of social environments to improve health care. Collective intelligence in biomedical systems. Natural language processing for biomedical social environments. ...
doi:10.1016/j.jbi.2012.05.001
fatcat:og4v3qatofhebjaqcvw7qz3ch4
Gap analysis of biomedical informatics graduate education competencies
2013
AMIA Annual Symposium Proceedings
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BMI graduate programs differ in informatics domain, delivery method, degrees granted, as well as breadth and depth of curricular competencies. ...
Graduate training in biomedical informatics (BMI) is evolving rapidly. ...
In fact, with the growing demand for analysis and evaluation of massive data sets within the medical domain, the emerging methods of data mining and language processing require increased instruction. ...
pmid:24551403
pmcid:PMC3900140
fatcat:hbwxie76zzbizp2wgndg3fyqte
Data Analysis and Data Mining: Current Issues in Biomedical Informatics
2011
Methods of Information in Medicine
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data, information and knowledge in biomedicine and health care. ...
Results-The paper presents sections on data accumulation and data-driven approaches in medical informatics, data and knowledge integration, statistical issues for the evaluation of data mining models, ...
INS is partially funded by the United States National Institutes of Health (grant R01LM009725). ...
doi:10.3414/me11-06-0002
pmid:22146916
pmcid:PMC3233983
fatcat:kho7r4qiurb25mxbzxx6kqwtv4
Research based on big data analysis of medical industry
2019
IOP Conference Series: Materials Science and Engineering
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In this article, we will discuss the impact of big data on healthcare and health, as well as the various big data processing tools available in the Hadoop system. ...
In the medical and health industry, various big data analysis tools and technologies have been developed to deal with these massive data. ...
Acknowledgments The project was supported by the Guangdong Province Promotional Service Trade Innovation and Development Project (Fund Code: 2160699-87) and the C++ Programming Practice Teaching Reform ...
doi:10.1088/1757-899x/563/3/032012
fatcat:geflmiyisncthok4p5chjgulna
Introduction to Data Analysis and Visualization in Biomedical Informatics Minitrack
2014
2014 47th Hawaii International Conference on System Sciences
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health informatics and biomedical imaging. ...
The development of innovative tools to integrate, analyze and mine such data sources is a key step towards achieving large impact levels. ...
doi:10.1109/hicss.2014.320
dblp:conf/hicss/AliD14
fatcat:urel3za6cvg6tcx6wqpdn6knpm
Introduction to Data Analysis and Visualization in Biomedical Informatics Minitrack
2013
2013 46th Hawaii International Conference on System Sciences
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health informatics and biomedical imaging. ...
The development of innovative tools to integrate, analyze and mine such data sources is a key step towards achieving large impact levels. ...
doi:10.1109/hicss.2013.8
dblp:conf/hicss/AliD13
fatcat:blauunu23vhmnfyvps2nlki7iq
Information on EFMI Working and Project Groups
2012
IMIA Yearbook of Medical Informatics
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Guideline for good evaluation practice in health
informatics (GEPHI). ...
at STC2012 in Moscow "Open Source for Quality Health Care" provided an overview on open source software, open resources and solutions in health care. • 3rd FLOSS track at Med-e-Tel 2012 "Benefits of open ...
doi:10.1055/s-0038-1638905
fatcat:6drtq3znyff53khosyajy4n2ri
IMIA's Working Groups and Special Interest Groups
2006
IMIA Yearbook of Medical Informatics
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methods for data analysis and data mining techniques applied to medicine. ...
The Working Group will focus on a broad scope of statistical methods in medicine and health care including their contribution to the topics of clinical trials, meta-analysis, data mining, and decision ...
of free/libre and open source solutions within health, healthcare and health informatics. ...
doi:10.1055/s-0038-1638497
fatcat:6ljzyjss4jcjhhsorh2hqxs2r4
Understanding the Difference Between Healthcare Informatics and Healthcare Data Analytics in the Present State of Health Care Management
2020
Health Services Research & Managerial Epidemiology
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This commentary can assist the thinking of informaticians and data analysts working in healthcare management and practice. ...
Additionally, the authors attempt to redefine the scientific pursuit of healthcare informatics and healthcare data analytics. ...
Healthcare data analytics deals with various methods used in processing data for healthcare. 8 In some ways healthcare data analytics is a part of the larger whole (healthcare informatics). ...
pmid:32923520
pmcid:PMC7450285
fatcat:qndj6ho7avbshksebo25fb3hca
State of the Art in Clinical Informatics: Evidence and Examples
2013
IMIA Yearbook of Medical Informatics
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CPOE, CDS, and health information exchange; 2) consumer health informatics systems, including personal health records and web-based and mobile HIT; and 3) methods and governance for clinical informatics ...
Methods: In this review, we present recent evidence on clinical informatics in the United States covering three themes: 1) clinical informatics systems and interventions for providers, including EHRs, ...
The third theme, methods and governance for clinical informatics, includes three main topics: a) EHR usability; b) data mining, text mining, and natural language processing (NLP); and c) privacy and security ...
doi:10.1055/s-0038-1638827
fatcat:f3ngum65snb75mrickdylfkoly
Bioinformatics, Healthcare Informatics and Analytics: An Imperative for Improved Healthcare System
2015
International Journal of Applied Information Systems
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Healthcare Informatics focuses on health data, information and knowledge, including their collection, processing, analysis and use. ...
The focus is on processing genomic and proteomics data for basic research in biology, but also medicine, drug discovery, and related areas. ...
Remarkable feats have also been accomplished in data mining methods for genomics and proteomics. ...
doi:10.5120/ijais15-451318
fatcat:wyxa5qtfwffbxp72ap7pvmkrbe
Special Issue on Reproducible Research for Biomedical Informatics
2016
Journal of Biomedical Informatics
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To further the scientific method and improve health outcomes, practices and processes for true reproducibility extend beyond the methods section of a journal article and into the references as well as ...
Much published research has focused on the workflows and case studies for conducting text mining to extract data from published literature as a process of biocuration [18] [19] [20] , yet this is a limited ...
doi:10.1016/j.jbi.2015.12.011
fatcat:zqm2loz72re4fbbgedabkr3t6a
IMIA's Working Groups and Special Interest Groups
2009
IMIA Yearbook of Medical Informatics
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(JAIS) on "Health Care IT…Process, People, and Patients." ...
Activities of the Informatics in Genomic Medicine (IGM), Dental Informatics, Mental Health Informatics, Health Informatics for Development, Consumer Health Informatics (CHI), and Primary Health Care Informatics ...
doi:10.1055/s-0038-1638662
fatcat:ifo6cz7qxfauxpzxyn6zrtc5su
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