Tumor segmentation Dice optimization on curated BraTS data; molecular-status prediction from MRI (MGMT/IDH) as leaderboard tasks
Reproducible longitudinal volumetric change measurement in messy clinical data; measurement error/repeatability of the biomarkers themselves
Curated challenges provide clean labels and instant benchmarking; measurement-science questions are unglamorous and lack leaderboards
This is an educational research resource from Resonant Labs, not clinical advice. Atlas assessments are heuristic, not probabilities or formal GRADE ratings. Findings are summarized from the literature and may change as the field evolves.