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Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-17662-8openalex-snapshot
Practitioner's Guide to Health Informatics
inferredcites →https://doi.org/10.1007/978-3-319-64265-9_4openalex-snapshot
Modelling of Cancer Patient Records: A Structured Approach to Data Mining and Visual Analytics
inferredcites →https://doi.org/10.1007/978-3-319-69751-2_10openalex-snapshot
Interactive Map Visualization System Based on Integrated Semi-structured and Structured Healthcare Data
inferredcites →https://doi.org/10.1007/978-3-540-70956-5_7openalex-snapshot
Visual Analytics: Definition, Process, and Challenges
inferredcites →https://doi.org/10.1007/978-3-642-29361-0_19openalex-snapshot
Epidemic Outbreak and Spread Detection System Based on Twitter Data
inferredcites →https://doi.org/10.1007/s10389-008-0212-yopenalex-snapshot
Controlled vocabulary in public health. An overview of the achievements to date
inferredcites →https://doi.org/10.1007/s10916-014-0045-xopenalex-snapshot
A Review of Analytics and Clinical Informatics in Health Care
inferredcites →https://doi.org/10.1007/s40708-016-0043-5openalex-snapshot
Visual analytics for concept exploration in subspaces of patient groups
inferredcites →https://doi.org/10.1016/0933-3657(95)00036-4openalex-snapshot
Knowledge-based temporal abstraction in clinical domains
inferredcites →https://doi.org/10.1016/j.amepre.2012.01.028openalex-snapshot
Methods in Public Health Services and Systems Research
inferredcites →https://doi.org/10.1016/j.amepre.2014.05.017openalex-snapshot
Public Health Spending and Population Health
inferredcites →https://doi.org/10.1016/j.artmed.2013.12.003openalex-snapshot
Employing heat maps to mine associations in structured routine care data
inferredcites →https://doi.org/10.1016/j.chb.2017.09.001openalex-snapshot
Examining thematic similarity, difference, and membership in three online mental health communities from reddit: A text mining and visualization approach
inferredcites →https://doi.org/10.1016/j.dhjo.2013.09.003openalex-snapshot
Health outcome disparities among subgroups of people with disabilities: A scoping review
inferredcites →https://doi.org/10.1016/j.dhjo.2017.12.012openalex-snapshot
At the intersection of chronic disease, disability and health services research: A scoping literature review
inferredcites →https://doi.org/10.1016/j.ijinfomgt.2019.04.012openalex-snapshot
Role of visual analytics in supporting mental healthcare systems research and policy: A systematic scoping review
inferredcites →https://doi.org/10.1016/j.ijnurstu.2014.09.006openalex-snapshot
Basic statistical reporting for articles published in Biomedical Journals: The “Statistical Analyses and Methods in the Published Literature” or the SAMPL Guidelines
inferredcites →https://doi.org/10.1016/j.jbi.2006.10.003openalex-snapshot
Data mining and visualization for decision support and modeling of public health-care resources
inferredcites →https://doi.org/10.1016/j.jbi.2014.01.007openalex-snapshot
A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data
inferredcites →https://doi.org/10.1016/j.jbi.2015.06.020openalex-snapshot
Mining and exploring care pathways from electronic medical records with visual analytics
inferredcites →https://doi.org/10.1016/j.jbi.2015.08.018openalex-snapshot
Characterizing workflow for pediatric asthma patients in emergency departments using electronic health records
inferredcites →https://doi.org/10.1016/j.jclinepi.2016.01.021openalex-snapshot
PRESS Peer Review of Electronic Search Strategies: 2015 Guideline Statement
inferredcites →https://doi.org/10.1016/j.jvlc.2011.04.002openalex-snapshot
A pandemic influenza modeling and visualization tool
inferredcites →https://doi.org/10.1016/j.puhe.2016.01.006openalex-snapshot
ID-Viewer: a visual analytics architecture for infectious diseases surveillance and response management in Pakistan
inferredcites →https://doi.org/10.1016/s1473-3099(20)30120-1openalex-snapshot
An interactive web-based dashboard to track COVID-19 in real time
inferredcites →https://doi.org/10.1057/ivs.2009.22openalex-snapshot
The Science of Interaction
inferredcites →https://doi.org/10.1080/1364557032000119616openalex-snapshot
Scoping studies: towards a methodological framework
inferredcites →https://doi.org/10.1080/13658810701349037openalex-snapshot
Visual analytics of spatial interaction patterns for pandemic decision support
inferredcites →https://doi.org/10.1080/13658816.2010.508043openalex-snapshot
Space, time and visual analytics
inferredcites →https://doi.org/10.1080/13658816.2010.511717openalex-snapshot
Analysing spatio-temporal autocorrelation with LISTA-Viz
inferredcites →https://doi.org/10.1080/15710882.2014.881883openalex-snapshot
A comparative study of two design charrettes: implications for codesign and participatory action research
inferredcites →https://doi.org/10.1080/16549716.2018.1440783openalex-snapshot
Health Equity Assessment Toolkit Plus (HEAT Plus): software for exploring and comparing health inequalities using uploaded datasets
inferredcites →https://doi.org/10.1080/17538157.2016.1255626openalex-snapshot
Integrated information visualization to support decision-making in order to strengthen communities: Design and usability evaluation
inferredcites →https://doi.org/10.1093/bja/aeu552openalex-snapshot
Big data and visual analytics in anaesthesia and health care
inferredcites →https://doi.org/10.1093/intqhc/mzm042openalex-snapshot
Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups
inferredcites →https://doi.org/10.1093/jamia/ocu016openalex-snapshot
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics
inferredcites →https://doi.org/10.1093/jamia/ocu017openalex-snapshot
Visualizing collaborative electronic health record usage for hospitalized patients with heart failure
inferredcites →https://doi.org/10.1093/jamia/ocu044openalex-snapshot
A novel tool for visualizing chronic kidney disease associated polymorbidity: a 13-year cohort study in Taiwan
inferredcites →https://doi.org/10.1093/jamia/ocv006openalex-snapshot
Visual analytics in healthcare – opportunities and research challenges
inferredcites →https://doi.org/10.1093/jamia/ocx159openalex-snapshot
A dashboard-based system for supporting diabetes care
inferredcites →https://doi.org/10.1093/jamia/ocy190openalex-snapshot
Evaluating visual analytics for health informatics applications: a systematic review from the American Medical Informatics Association Visual Analytics Working Group Task Force on Evaluation
inferredcites →https://doi.org/10.1093/pubmed/fdg075openalex-snapshot
Systematic review of the use and value of computer simulation modelling in population health and health care delivery
inferredcites →https://doi.org/10.1097/xeb.0000000000000050openalex-snapshot
Guidance for conducting systematic scoping reviews
inferredcites →https://doi.org/10.1109/bigdatacongress.2015.68openalex-snapshot
H-DRIVE: A Big Health Data Analytics Platform for Evidence-Informed Decision Making
inferredcites →https://doi.org/10.1109/chase.2017.81openalex-snapshot
Big Data Techniques for Public Health: A Case Study
inferredcites →https://doi.org/10.1109/csci.2014.120openalex-snapshot
Using Agent-Based Modeling to Inform Regional Health Care System Investment and Planning
inferredcites →https://doi.org/10.1109/hicss.2010.128openalex-snapshot
Data Aggregation and Analysis for Cancer Statistics - A Visual Analytics Approach
inferredcites →https://doi.org/10.1109/hicss.2012.116openalex-snapshot
Applied Visual Analytics for Exploring the National Health and Nutrition Examination Survey
inferredcites →https://doi.org/10.1109/hicss.2016.385openalex-snapshot
Vis-Health: Exploratory Analysis and Visualization of Dengue Cases in Brazil
inferredcites →https://doi.org/10.1109/icdmw.2009.55openalex-snapshot
Ensemble-Vis: A Framework for the Statistical Visualization of Ensemble Data
inferredcites →https://doi.org/10.1109/ichi.2013.47openalex-snapshot
Monitoring Public Health Concerns Using Twitter Sentiment Classifications
inferredcites →https://doi.org/10.1109/incit.2017.8257872openalex-snapshot
Extending MedThaiVis-Thai medical research visualization to SAGE2 display walls
inferredcites →https://doi.org/10.1109/itab.2010.5687692openalex-snapshot
dAUTObase: Mining gems on autoimmune diseases utilizing web visualization technologies
inferredcites →https://doi.org/10.1109/mc.2013.38openalex-snapshot
Improving Healthcare with Interactive Visualization
inferredcites →https://doi.org/10.1109/mcg.2004.1317918openalex-snapshot
IEEE Computer Graphics and Applications
inferredcites →https://doi.org/10.1109/mcg.2004.39openalex-snapshot
Visual Analytics
inferredcites →https://doi.org/10.1109/rbme.2018.2829704openalex-snapshot
Chronic Diseases and Health Monitoring Big Data: A Survey
inferredcites →https://doi.org/10.1109/tmm.2016.2614225openalex-snapshot
PhenoTree: Interactive Visual Analytics for Hierarchical Phenotyping From Large-Scale Electronic Health Records
inferredcites →https://doi.org/10.1109/tvcg.2007.28openalex-snapshot
A Model and Framework for Visualization Exploration
inferredcites →https://doi.org/10.1109/tvcg.2013.125openalex-snapshot
A Partition-Based Framework for Building and Validating Regression Models
inferredcites →https://doi.org/10.1109/tvcg.2014.2346321openalex-snapshot
Visual Parameter Space Analysis: A Conceptual Framework
inferredcites →https://doi.org/10.1109/vahc.2017.8387494openalex-snapshot
Patient-provider geographic map: An interactive visualization tool of patients' selection of health care providers
inferredcites →https://doi.org/10.1109/vast.2006.261427openalex-snapshot
Avian Flu Case Study with nSpace and GeoTime
inferredcites →https://doi.org/10.1109/vast.2011.6102457openalex-snapshot
Visual analytics decision support environment for epidemic modeling and response evaluation
inferredcites →https://doi.org/10.1109/vast.2015.7347626openalex-snapshot
Integrating predictive analytics into a spatiotemporal epidemic simulation
inferredcites →https://doi.org/10.1109/vl.1996.545307openalex-snapshot
The eyes have it: a task by data type taxonomy for information visualizations
inferredcites →https://doi.org/10.1111/1475-6773.01020openalex-snapshot
Health Services Research: An Evolving Definition of the Field
inferredcites →https://doi.org/10.1111/j.1468-0009.2007.00479.xopenalex-snapshot
Understanding Population Health Terminology
inferredcites →https://doi.org/10.1111/nyas.13271openalex-snapshot
PopHR: a knowledge‐based platform to support integration, analysis, and visualization of population health data
inferredcites →https://doi.org/10.1111/tgis.12211openalex-snapshot
Identifying Environmental and Human Factors Associated With Tick Bites using Volunteered Reports and Frequent Pattern Mining
inferredcites →https://doi.org/10.1136/amiajnl-2013-001847openalex-snapshot
Exploiting the potential of large databases of electronic health records for research using rapid search algorithms and an intuitive query interface
inferredcites →https://doi.org/10.1136/amiajnl-2014-002955openalex-snapshot
Innovative information visualization of electronic health record data: a systematic review
inferredcites →https://doi.org/10.1136/amiajnl-2014-002963openalex-snapshot
‘Connecting the dots’: leveraging visual analytics to make sense of patient safety event reports
inferredcites →https://doi.org/10.1136/bmjopen-2016-012031openalex-snapshot
Visualising linked health data to explore health events around preventable hospitalisations in NSW Australia
inferredcites →https://doi.org/10.1136/injuryprev-2015-041812openalex-snapshot
Data visualisation in surveillance for injury prevention and control: conceptual bases and case studies
inferredcites →https://doi.org/10.1145/2024288.2024290openalex-snapshot
Solving problems with visual analytics
inferredcites →https://doi.org/10.1145/2064747.2064756openalex-snapshot
Developing quality scores for electronic health records for clinical research
inferredcites →https://doi.org/10.1145/240455.240464openalex-snapshot
The KDD process for extracting useful knowledge from volumes of data
inferredcites →https://doi.org/10.1145/2567948.2579276openalex-snapshot
Integration and visualization public health dashboard
inferredcites →https://doi.org/10.1145/2598153.2598156openalex-snapshot
Advanced visual analytics interfaces for adverse drug event detection
inferredcites →https://doi.org/10.1145/2755489openalex-snapshot
Data and Analytics Challenges for a Learning Healthcare System
inferredcites →https://doi.org/10.1145/2808719.2808735openalex-snapshot
EpiCaster
inferredcites →https://doi.org/10.1145/2836034.2836040openalex-snapshot
A visual analytics approach to understanding care process variation and conformance
inferredcites →https://doi.org/10.1145/2897683.2897693openalex-snapshot
Mining Twitter data for influenza detection and surveillance
inferredcites →https://doi.org/10.1145/3404111.3404115openalex-snapshot
Mapping county-level mobility pattern changes in the United States in response to COVID-19
inferredcites →https://doi.org/10.1146/annurev-publhealth-032315-021353openalex-snapshot
Using Electronic Health Records for Population Health Research: A Review of Methods and Applications
inferredcites →https://doi.org/10.1146/annurev.publhealth.27.021405.102141openalex-snapshot
MEASURING POPULATION HEALTH: A Review of Indicators
inferredcites →https://doi.org/10.1146/annurev.publhealth.28.021406.144145openalex-snapshot
How Can We Increase Translation of Research into Practice? Types of Evidence Needed
inferredcites →https://doi.org/10.1177/0193945916672448openalex-snapshot
Visualization of Multidimensional Data in Nursing Science
inferredcites →https://doi.org/10.1177/1460458215599822openalex-snapshot
Flutrack.org: Open-source and linked data for epidemiology
inferredcites →https://doi.org/10.1177/2050312114522618openalex-snapshot
The population health approach : A qualitative study of conceptual and operational definitions for leaders in Canadian healthcare
inferredcites →https://doi.org/10.1186/1471-2458-12-982openalex-snapshot
EPIPOI: A user-friendly analytical tool for the extraction and visualization of temporal parameters from epidemiological time series
inferredcites →https://doi.org/10.1186/1476-069x-8-61openalex-snapshot
Dynamic maps: a visual-analytic methodology for exploring spatio-temporal disease patterns
inferredcites →https://doi.org/10.1186/1476-072x-14-7openalex-snapshot
Using geovisual analytics in Google Earth to understand disease distribution: a case study of campylobacteriosis in the Czech Republic (2008–2012)
inferredcites →https://doi.org/10.1186/1748-5908-5-69openalex-snapshot
Scoping studies: advancing the methodology
inferredcites →https://doi.org/10.1186/2047-2501-2-3openalex-snapshot
Big data analytics in healthcare: promise and potential
inferredcites →https://doi.org/10.1186/s12911-015-0218-7openalex-snapshot
A richly interactive exploratory data analysis and visualization tool using electronic medical records
inferredcites →https://doi.org/10.1186/s12913-016-1343-4openalex-snapshot
Scoping review of complexity theory in health services research
inferredcites →https://doi.org/10.1186/s12942-016-0059-3openalex-snapshot
Visual analytics of geo-social interaction patterns for epidemic control
inferredcites →https://doi.org/10.1186/s12942-016-0072-6openalex-snapshot
Online platform for applying space–time scan statistics for prospectively detecting emerging hot spots of dengue fever
inferredcites →https://doi.org/10.1186/s13643-019-1069-6openalex-snapshot
Usability and acceptability of four systematic review automation software packages: a mixed method design
inferredcites →https://doi.org/10.1201/b12318-14openalex-snapshot
A new collaborative tool for visually understanding national health indicators
inferredcites →https://doi.org/10.1371/journal.pone.0062749openalex-snapshot
ISS-An Electronic Syndromic Surveillance System for Infectious Disease in Rural China
inferredcites →https://doi.org/10.1377/hlthaff.2014.0054openalex-snapshot
Insights From Advanced Analytics At The Veterans Health Administration
inferredcites →https://doi.org/10.1377/hlthaff.26.2.w107openalex-snapshot
A Rapid-Learning Health System
inferredcites →https://doi.org/10.14236/jhi.v23i3.860openalex-snapshot
Visualization approaches to support healthy aging: A systematic review
inferredcites →https://doi.org/10.14714/cp44.516openalex-snapshot
Tips for Designing Effective Animated Maps
inferredcites →https://doi.org/10.14778/1687627.1687770openalex-snapshot
Evaluating clustering in subspace projections of high dimensional data
inferredcites →https://doi.org/10.1503/cmaj.75262openalex-snapshot
Open access epidemiologic data and an interactive dashboard to monitor the COVID-19 outbreak in Canada
inferredcites →https://doi.org/10.1515/itit-2017-0010openalex-snapshot
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inferredcites →https://doi.org/10.15265/iy-2014-0020openalex-snapshot
Big Data in Medicine Is Driving Big Changes
inferredcites →https://doi.org/10.2105/ajph.93.3.380openalex-snapshot
What Is Population Health?
inferredcites →https://doi.org/10.2147/oab.s50519openalex-snapshot
A review of big data in health care: challenges and opportunities
inferredcites →https://doi.org/10.2196/14019openalex-snapshot
Visual Analytic Tools and Techniques in Population Health and Health Services Research: Protocol for a Scoping Review
inferredcites →https://doi.org/10.2196/medinform.3531openalex-snapshot
Design and Development of a Linked Open Data-Based Health Information Representation and Visualization System: Potentials and Preliminary Evaluation
inferredcites →https://doi.org/10.2196/medinform.3590openalex-snapshot
Using Business Intelligence to Analyze and Share Health System Infrastructure Data in a Rural Health Authority
inferredcites →https://doi.org/10.3233/978-1-61499-824-2-38openalex-snapshot
DisEpi: Compact Visualization as a Tool for Applied Epidemiological Research
inferredcites →https://doi.org/10.3233/978-1-61499-880-8-137openalex-snapshot
Health Analytics Types, Functions and Levels: A Review of Literature
inferredcites →https://doi.org/10.3233/ip-150361openalex-snapshot
Visualizing Aedes aegypti infestation in urban areas: A case study on open government data mashups
inferredcites →https://doi.org/10.3390/healthcare6020054openalex-snapshot
A Systematic Review on Healthcare Analytics: Application and Theoretical Perspective of Data Mining
inferredcites →https://doi.org/10.3390/ijerph15061182openalex-snapshot
Using Co-Design to Develop a Collective Leadership Intervention for Healthcare Teams to Improve Safety Culture
inferredcites →https://doi.org/10.3390/su10010166openalex-snapshot
A Bibliometric Analysis and Visualization of Medical Big Data Research
inferredcites →https://doi.org/10.4018/jdwm.2010070102openalex-snapshot
Exploring Disease Association from the NHANES Data
inferredcites →https://doi.org/10.4108/eai.21-6-2018.2276626openalex-snapshot
Visual Analysis for Exploring the Relation between Air Pollution, Environmental Factors and Respiratory Diseases
inferredcites →https://doi.org/10.4172/2157-7420.1000132openalex-snapshot
An Overview of Health Analytics
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The Challenge of Big Data in Public Helth: An Opportunity for Visual Analytics
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inferredcites →https://doi.org/10.7326/m18-0850openalex-snapshot
PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation
inferredcites →https://doi.org/10.7861/futurehosp.6-2-94openalex-snapshot
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Assessing a Digital Scorecard on Global Immunization Progress: Stakeholder Views and Implications for Enhancing Performance and Accountability
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Fostering Experiential Learning and Evidence-Informed Impact in Health Systems: Reflections From a Canadian Health System Impact Fellow
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A geographical and crosscutting look at the COVID-19 pandemic in an international framework. Introduction
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Telemedicine Regulation in Indonesia: Legal Frameworks, Challenges, and Future Directions
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Digital Health Innovation and Public Trust in Pandemic Preparedness
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