Status: awaiting_review. Rule: atlas-profile-2.0.
10 linked publications; not a count of independent studies.
Missing appraisal does not mean no evidence exists. Inspect the full profile and source relationships in the interactive Atlas.
Historical grade: WEAK (retained from 22 September 2026; not a completed profile 2.0 assessment).
IBSI standardization and ComBat harmonization make radiomic features reproducible and poolable
Features remain sensitive to voxel resampling, segmentation, scanner, and software; harmonization can remove real biological signal along with batch effect
Reproducibility crisis undermines translation of the entire hand-crafted radiomics enterprise
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.