Information Visualization for Medical Informatics
Lifelines, Lifelines2, LifeFlow, treemaps, networks
(slide file: Shneiderman info vismedical-georgetown-v1 )
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Information Visualization for Medical Informatics
1. Information Visualization in Medical Informatics
Ben Shneiderman ben@cs.umd.edu @benbendc
Founding Director (1983-2000), Human-Computer Interaction Lab
Professor, Department of Computer Science
Member, Institute for Advanced Computer Studies
University of Maryland
College Park, MD 20742
4. Information Visualization
ā¢ Visual bandwidth is enormous
ā¢ Human perceptual skills are remarkable
ā¢ Trend, cluster, gap, outlier...
ā¢ Color, size, shape, proximity...
ā¢ Three challenges
ā¢ Meaningful visual displays of massive data
ā¢ Interaction: widgets & window coordination
ā¢ Process models for discovery
5. Business takes action
ā¢ General Dynamics buys MayaViz
ā¢ Agilent buys GeneSpring
ā¢ Google buys Gapminder
ā¢ Oracle buys Hyperion
ā¢ Microsoft buys Proclarity
ā¢ InfoBuilders buys Advizor Solutions
ā¢ SAP buys (Business Objects buys
Xcelsius & Inxight & Crystal Reports )
ā¢ IBM buys (Cognos buys Celequest) & ILOG
ā¢ TIBCO buys Spotfire
21. LifeFlow: Aggregation Strategy
Temporal
Categorical Data
(4 records)
LifeLines2 format
Tree of Event
Sequences
LifeFlow Aggregation
www.cs.umd.edu/hcil/lifeflow
33. Treemap: WHC Emergency Room
(6304 patients in Jan2006)
Group by Admissions/MF, size by service time, color by age
34. Treemap: WHC Emergency Room
(6304 patients in Jan2006) (only those service time >12 hours)
Group by Admissions/MF, size by service time, color by age
36. Office of National Coordinator: SHARP
Strategic Health IT Advanced Research Projects
- Security of Health Information Technology
- Patient-Centered Cognitive Support
- Healthcare Application and Network Platform Architectures
- Secondary Use of EHR Data
Univ of Maryland HCIL tasks
- Missing Laboratory Reports
- Medication Reconciliation
- Alarms and Alerts Management
www.cs.umd.edu/hcil/sharp
37. Lab test tracking to ensure completion
Define tracking processes
Assign temporal responsibility
Define possible actions
Predict expected duration
Generate User Interface from processes
Enhance situation awareness
Integrate follow-up actions with results
Simplify rapid operations
Provide retrospective analysis
PhD work: Sureyya Tarkan
38. Medication Reconciliation: Current Form
Univ of Maryland HCIL tasks
- Missing Laboratory Reports
- Medication Reconciliation
- Alarms and Alerts Management
www.cs.umd.edu/hcil/sharp
www.youtube.com/watch?v=ZGf1EiuIIIM
40. Twinlist: Medication Reconciliation
āBest reconciliation app
I have ever seenā
Dr. Shawn Murphy, PartnersHealthcare & Harvard Medical
āSuper-cool demoā
Dr. Jonathan Nebeker, Univ of Utah & VA
āTwinlist concept is brilliantā
Dr. Kevin Hughes, Harvard Medical School
Tiffany Chao, Catherine Plaisant, Ben Shneideman
Based on class project of : Leo Claudino, Sameh Khamis, Ran Liu, Ben London, Jay Pujara
Students of CMSC734 Information Visualization class
www.youtube.com/watch?v=YoSxlKl0pCo
41. NodeXL:
Network Overview for Discovery & Exploration in Excel
www.codeplex.com/nodexl
48. Analyzing Social Media Networks with NodeXL
I. Getting Started with Analyzing Social Media Networks
1. Introduction to Social Media and Social Networks
2. Social media: New Technologies of Collaboration
3. Social Network Analysis
II. NodeXL Tutorial: Learning by Doing
4. Layout, Visual Design & Labeling
5. Calculating & Visualizing Network Metrics
6. Preparing Data & Filtering
7. Clustering &Grouping
III Social Media Network Analysis Case Studies
8. Email
9. Threaded Networks
10. Twitter
11. Facebook
12. WWW
13. Flickr
14. YouTube
15. Wiki Networks
www.elsevier.com/wps/find/bookdescription.cws_home/723354/description
49. UN Millennium Development Goals
To be achieved by 2015
ā¢ Eradicate extreme poverty and hunger
ā¢ Achieve universal primary education
ā¢ Promote gender equality and empower women
ā¢ Reduce child mortality
ā¢ Improve maternal health
ā¢ Combat HIV/AIDS, malaria and other diseases
ā¢ Ensure environmental sustainability
ā¢ Develop a global partnership for development