multi-dimensional dynamic visualization of clinical data jianmei wang roche products limited october...
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Multi-dimensional Dynamic Visualization of Clinical DataJianmei Wang
Roche Products Limited
October 9 2015
January 23 1930
January 29 1930
January 23 1930
January 29 1930
Background
Software tool: Not open source. Uses Adobe Flash. Online tool Google Motion Chart offers limited functionality
“Joy of Stats”
by Hans Rosling
Opportunity
Roche Data Visualization Tool: A new software tool to create animated graphics to visualize time series data from clinical trial
Now Future
• Long tables of summary data over time
• Long listings of individual patient data over time
• Line plots or 1 variable at a time
• Large dataset embedded in animated graphics
• Many questions can be answered in the visualization without a new outputs
Example 1. Neutrophil depression in a paediatric studyBackground: Drug cause depression of neutrophil count, potentially increasing risk of infections. A better understanding of the abnormal labs is needed.
Table 1 Patients with a Depression in Neutrophils to CTC Grade 3 or Worse
Current output:
Example 1. Demo of Animated Graphics
Study day
Example 2. Different aspect of treatment response in two clinical studies
Background: Disease activity measured in composite score. Drug effect not fully captured by the score.
Active
Current outputs:
One component at a time
Example 2. Demo of Animated Graphics
Demo of Graphics Tool
More Information: http://rochewiki.roche.com/confluence/display/RDVT/Home
Recommendation from the tool designers
• Explain it well the first time
• Treat the animated graphic analysis as exploratory analysis
• Follow data sharing guideline, as the underlying data is embedded in the .svg output files
• Use animation only when it adds value
Inappropriate
animation could distract from the message
Potential use
• Data monitoring for safety and data quality?
• Communication?
• Exploratory analysis?
• Quick review of large datasets?
Thanks!
Internal collaborator: Jeff Tomlinson, Olivier Harari
Sponsor: Roche global medical affairs
Developer: BrainyPro Inc.
Doing now what patients need next