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Building nursing knowledge through informatics: from concept representation to data mining

Suzanne Bakken, Nicholas R. Hardiker
2003 Journal of Biomedical Informatics  
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

Thomas T.H. Wan, Varadraj P. Gurupur, Murat M. Tanik
2017 Journal of Integrated Design & Process Science  
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  
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

Anna L Ritko, Michelle Odlum
2013 AMIA Annual Symposium Proceedings  
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

R. Bellazzi, M. Diomidous, I. N. Sarkar, K. Takabayashi, A. Ziegler, A. T. McCray
2011 Methods of Information in Medicine  
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

lijun chen, Jiaying lin, Zhang yi
2019 IOP Conference Series: Materials Science and Engineering  
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

Hesham H. Ali, Kathryn M. Dempsey
2014 2014 47th Hawaii International Conference on System Sciences  
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

Hesham H. Ali, Kathryn M. Dempsey
2013 2013 46th Hawaii International Conference on System Sciences  
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

Rolf Engelbrecht, Patrick Weber
2012 IMIA Yearbook of Medical Informatics  
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

Evelyn J.S. Hovenga
2006 IMIA Yearbook of Medical Informatics  
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

Thomas Wan, Varadraj Gurupur
2020 Health Services Research & Managerial Epidemiology  
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

A. B. McCoy, A. Wright, G. Eysenbach, B. A. Malin, E. S. Patterson, H. Xu, D. F. Sittig
2013 IMIA Yearbook of Medical Informatics  
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

Jelili Oyelade, Jumoke Soyemi, Itunuoluwa Isewon, Olawole Obembe
2015 International Journal of Applied Information Systems  
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

Leslie McIntosh, Cynthia Hudson-Vitale, Fred Prior
2016 Journal of Biomedical Informatics  
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

VP Hyeoun-Ae Park
2009 IMIA Yearbook of Medical Informatics  
(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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