Meta-matching as a simple framework to translate phenotypic predictive models from big to small data T He, L An, P Chen, J Chen, J Feng, D Bzdok, AJ Holmes, SB Eickhoff, ... Nature neuroscience 25 (6), 795-804, 2022 | 76 | 2022 |
Goal-specific brain MRI harmonization L An, J Chen, P Chen, C Zhang, T He, C Chen, JH Zhou, BTT Yeo, ... Neuroimage 263, 119570, 2022 | 24 | 2022 |
Multilayer meta-matching: Translating phenotypic prediction models from multiple datasets to small data P Chen, L An, N Wulan, C Zhang, S Zhang, LQR Ooi, R Kong, J Chen, ... Imaging Neuroscience 2, 1-22, 2024 | 8 | 2024 |
Reliable and generalizable brain-based predictions of cognitive functioning across common psychiatric illness S Chopra, E Dhamala, C Lawhead, JA Ricard, ER Orchard, L An, P Chen, ... medRxiv, 2022.12. 08.22283232, 2022 | 8 | 2022 |
Translating phenotypic prediction models from big to small anatomical MRI data using meta-matching N Wulan, L An, C Zhang, R Kong, P Chen, D Bzdok, SB Eickhoff, ... bioRxiv, 2024 | 4 | 2024 |
DeepResBat: deep residual batch harmonization accounting for covariate distribution differences L An, C Zhang, N Wulan, S Zhang, P Chen, F Ji, KK Ng, C Chen, JH Zhou, ... Medical Image Analysis 99, 103354, 2025 | 1 | 2025 |
Generalizable and replicable brain-based predictions of cognitive functioning across common psychiatric illness S Chopra, E Dhamala, C Lawhead, JA Ricard, ER Orchard, L An, P Chen, ... Science Advances 10 (45), eadn1862, 2024 | 1 | 2024 |
Protective role of parenthood on age-related brain function in mid-to late-life ER Orchard, S Chopra, LQR Ooi, P Chen, L An, SD Jamadar, BTT Yeo, ... bioRxiv, 2024.05. 03.592382, 2024 | 1 | 2024 |
252. Reliable and generalizable brain-based predictions of cognitive functioning across common psychiatric illness S Chopra, E Dhamala, C Lawhead, J Ricard, E Orchard, L An, P Chen, ... Biological Psychiatry 93 (9), S195, 2023 | 1 | 2023 |
Cross-dataset Evaluation of Dementia Longitudinal Progression Prediction Models C Zhang, L An, N Wulan, KN Nguyen, C Orban, P Chen, C Chen, JH Zhou, ... medRxiv, 2024.11. 18.24317513, 2024 | | 2024 |
Multi-domain and Uni-domain Fusion for domain-generalizable fMRI-based phenotypic prediction P Chen, L An, N Wulan, C Zhang, S Zhang, LQR Ooi, R Kong, J Wu, ... | | |
Meta-matching to translate phenotypic predictive models from big to small data on structural MRI N Wulan, L An, C Zhang, R Kong, P Chen, D Bzdok, S Eickhoff, A Holmes, ... | | |
L2C-FNN: Longitudinal to Cross-sectional Feedforward Neural Network for generalizable AD-dementia progression prediction C Zhang, L An, N Wulan, KN Nguyen, C Orban, P Chen, C Chen, JH Zhou, ... | | |
Application-specific structural brain MRI harmonization L An, P Chen, J Chen, C Chen, JH Zhou, BTT Yeo | | |