Trevor Wei Kiat Tan

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study

Jianzhong Chen, Leon Qi Rong Ooi, Trevor Wei Kiat Tan et al. · NeuroImage · 2023 · 54 citations · Full text

Engineering, Brain Function, Generalizability Theory +29

Longer scans boost prediction and cut costs in brain-wide association studies

Leon Qi Rong Ooi, Csaba Orbán, Shaoshi Zhang et al. · 2024 · 30 citations · Full text

Improving the diagnostic accuracy for major depressive disorder using machine learning algorithms integrating clinical and near-infrared spectroscopy data

Cyrus S. H. Ho, Yee Ling Chan, Trevor Wei Kiat Tan et al. · Journal of Psychiatric Research · 2022 · 28 citations

Neuroimaging Biomarkers, Mental Health Monitoring, Engineering +13

Longer scans boost prediction and cut costs in brain-wide association studies

Leon Qi Rong Ooi, Csaba Orbán, Shaoshi Zhang et al. · Nature · 2025 · 28 citations · Full text

Relationship Between Prediction Accuracy and Feature Importance Reliability: an Empirical and Theoretical Study

Jianzhong Chen, Leon Qi Rong Ooi, Trevor Wei Kiat Tan et al. · 2022 · 10 citations · Full text