This page will host the study and results from systematically evaluating the visual QC protocols for Freesurfer parcellations. A preprint is available here. A poster summarizing the results presented at OHBM 2020, titled "Site-differences and inter-rater reliability for visual quality control (QC) for Freesurfer Parcellations" is shown below. The VisualQC tool is available at here. You …
Month: June 2020
Unambiguous terminology for data-splits in nested cross-validation (CV): training, tuning and reporting sets
A particularly frustrating confusion exists when referring to the different dataset splits when performing nested CV: whether the split in [the really] outer CV loop is to be called test set or validation set, and whether the "test set" in the inner-CV loop is to be called validation set or test set. There are different …
cross invalidation 