GUI Harmonisation visualisation - Githubissues

brainspinner / cvasl

This is a repo for the Cerebrovascular Brain Age project

Apache License 2.0

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GUI Harmonisation visualisation #223

Open MDijsselhof opened 5 months ago

MDijsselhof commented 5 months ago

Some ideas for the visualisation of the brain age predictions and harmonization results:

Brain Age predictions:

Chronological age vs brain age prediction per dataset (value in the plot on y-axis is predicted age)
Chronological age vs brain age gaps (prediction - chronological) per dataset (value in the plot on y-axis is brain age gap)

Harmonisation results:

Boxplot of features per dataset before and after harmonisation .
Chronological age vs features per dataset before and after harmonisation (structural volumes in example)
Boxplot of brain age gaps (prediction - chronological) per dataset before and after harmonisation

MDijsselhof commented 5 months ago

OHBM_Final.R.zip

Here the R script for the visualisation I used for the OHBM abstract! I had to zip it to upload.