Software Demo @ BVM-Workshop: Interactive Visualization of 3D CNN Relevance Maps to Aid Model Comprehensibility

At this year’s German Workshop on Image Processing in Medical Imaging (Bildverarbeitung für die Medizin, BVM), Martin presented is interactive relevance map visualization app to the research community.

As a new feature, the user upload functionality was added. Users are now able to upload their own MRI scans, which first need to be  preprocessed with the one-click CAT12 segmentation and normalization pipeline. Then, the resulting normalized gray matter map (mwp1*.nii[.gz] file) can be uploaded. One simply enters the specific person’s information (age, sex, head size) and finally presses the analyze button to evaluate the given scan.

Interactive Visualization of 3D CNN Relevance Maps to Aid Model Comprehensibility

The video data will be loaded from YouTube for playback.

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