Full toolbelt
Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI.
A single CNN that segments WMH and 36 brain regions from scans of any resolution and contrast, without retraining.
It brings quantitative neuroimaging to 64mT portable scanners and now ships as part of FreeSurfer.
Side project: a coin-flip classifier. Currently 50% accurate. Still fine-tuning.