JoCoRank: Joint correlation learning with ranking similarity regularization for imbalanced fetal brain age regression

Ran Zhou, Yang Liu, Wei Xia, Yu Guo, Zhongwei Huang, Haitao Gan, Aaron Fenster

Abstract: Highlights•Joint correlation learning merges individual, global, and peer-level info in samples.•Ranking similarity regularization aligns sample features with ranking targets.•JoCoRank’s high performance aids in detecting fetal brain development abnormalities.