I device new methods for analyzing large scale population study data.
Disease risk factors are extracted based on data-driven methods that combine data mining and visual exploration approaches.
I provide insight into large data sets by joining the pattern recognition power of both the computer and human vision.
3D Regression Heat Map Analysis of Population Study Data
We relate mammography scans to breast cancer using an angular/D3 web app.
A 3D heatmap overview visualization allows epidemiologists to extract variables correlating with cancer and other target conditions.
We propose a visual analysis workflow for image-based analysis of cohort study data.
We analyze lumbar back pain in a web-based framework, which combines information visualization and 3D shape variance visualization.
Visualization and Analysis of Lumbar Spine Canal Variability in Cohort Study Data