2 papers
cs.LG2025
Fair Uncertainty Quantification for Depression Prediction
Yonghong Li, Zheng Zhang, Xiuzhuang Zhou
Trustworthy depression prediction based on deep learning, incorporating both predictive reliability and algorithmic fairness across diverse demographic groups, is crucial for clini…
cs.LG2024
Conformal Depression Prediction
Yonghong Li, Xiuzhuang Zhou
While existing depression prediction methods based on deep learning show promise, their practical application is hindered by the lack of trustworthiness, as these deep models are o…