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ORCIDJuan Helen Zhou
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2020 – today
- 2025
[j20]Lijun An
, Chen Zhang, Naren Wulan, Shaoshi Zhang, Pansheng Chen, Fang Ji, Kwun Kei Ng, Christopher Chen, Juan Helen Zhou, B. T. Thomas Yeo:
DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences. Medical Image Anal. 99: 103354 (2025)- 2024
- [c10]Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou:
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. MICCAI (11) 2024: 512-521 - [i8]Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou:
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. CoRR abs/2408.10567 (2024) - [i7]Zijian Dong, Ruilin Li, Yilei Wu, Thuan Tinh Nguyen, Joanna Su Xian Chong, Fang Ji, Nathanael Ren Jie Tong, Christopher Li Hsian Chen, Juan Helen Zhou:
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking. CoRR abs/2409.19407 (2024) - 2023
- [j19]Xiaoxuan Yan, Ru Kong, Aihuiping Xue, Qing Yang, Csaba Orban, Lijun An, Avram J. Holmes, Xing Qian, Jianzhong Chen, Xi-Nian Zuo, Juan Helen Zhou, Marielle V. Fortier, Ai Peng Tan, Peter D. Gluckman, Yap-Seng Chong, Michael J. Meaney, Danilo Bzdok, Simon B. Eickhoff, B. T. Thomas Yeo:
Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity. NeuroImage 273: 120010 (2023) - [j18]Jean-Philippe Kröll, Patrick Friedrich, Xuan Li, Kaustubh R. Patil, Lisa Mochalski, Laura Waite, Xing Qian, Michael W. L. Chee, Juan Helen Zhou, Simon B. Eickhoff, Susanne Weis:
Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks. NeuroImage 273: 120083 (2023) - [c9]Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou:
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. CVPR 2023: 22710-22720 - [c8]Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou:
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. MICCAI (5) 2023: 348-357 - [c7]Zijiao Chen, Jiaxin Qing, Juan Helen Zhou:
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity. NeurIPS 2023 - [i6]Zijiao Chen, Jiaxin Qing, Juan Helen Zhou:
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity. CoRR abs/2305.11675 (2023) - [i5]Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou:
Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. CoRR abs/2307.00858 (2023) - [i4]Yilei Wu, Zijian Dong, Chongyao Chen, Wangchunshu Zhou, Juan Helen Zhou:
Mixup Your Own Pairs. CoRR abs/2309.16633 (2023) - 2022
- [j17]Lijun An, Jianzhong Chen, Pansheng Chen, Chen Zhang, Tong He, Christopher Chen, Juan Helen Zhou, B. T. Thomas Yeo:
Goal-specific brain MRI harmonization. NeuroImage 263: 119570 (2022) - [j16]Leon Qi Rong Ooi, Jianzhong Chen, Shaoshi Zhang, Ru Kong, Angela Tam, Jingwei Li, Elvisha Dhamala, Juan Helen Zhou, Avram J. Holmes, B. T. Thomas Yeo:
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. NeuroImage 263: 119636 (2022) - [c6]Zijian Dong, Joanna Su Xian Chong, Bing Cai Kok, Juan Helen Zhou:
COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia. IEEE Big Data 2022: 4972-4978 - [i3]Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou:
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. CoRR abs/2211.06956 (2022) - [i2]Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan:
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition. CoRR abs/2211.11557 (2022) - 2021
- [j15]Chun Siong Soon, Ksenia Vinogradova, Ju Lynn Ong, Vince D. Calhoun, Thomas Liu, Juan Helen Zhou, Kwun Kei Ng, Michael W. L. Chee:
Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes. NeuroImage 237: 118129 (2021) - 2020
- [c5]Cuntai Guan, Choon Guan Lim, Daniel Fung, Juan Helen Zhou, Ranga Krishnan, Tih Shih Lee:
BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly. BCI 2020: 1-2 - [c4]Yuhao Lu, Juan Helen Zhou, Cuntai Guan:
Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation. EMBC 2020: 1059-1062 - [c3]Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan:
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. EMBC 2020: 1742-1745 - [i1]Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan:
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. CoRR abs/2003.08818 (2020)
2010 – 2019
- 2019
- [j14]Rajan Kashyap, Ru Kong, Sagarika Bhattacharjee, Jingwei Li, Juan Helen Zhou, B. T. Thomas Yeo:
Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior. NeuroImage 189: 804-812 (2019) - [j13]James Teng, Ju Lynn Ong, Amiya Patanaik, Jesisca Tandi, Juan Helen Zhou, Michael W. L. Chee, Julian Lim:
Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states. NeuroImage 200: 382-390 (2019) - 2018
- [j12]Siwei Liu, Jia-Hou Poh, Hui Li Koh, Kwun Kei Ng, Yng Miin Loke, Joseph K. W. Lim, Joanna Su Xian Chong, Juan Helen Zhou:
Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity. NeuroImage 176: 1-10 (2018) - [j11]Amiya Patanaik, Jesisca Tandi, Ju Lynn Ong, Chenhao Wang, Juan Helen Zhou, Michael W. L. Chee:
Dynamic functional connectivity and its behavioral correlates beyond vigilance. NeuroImage 177: 1-10 (2018) - [c2]Mengjiao Hu, Fang Ji, Zhongkang Lu, Weimin Huang, Reza Khosrowabadi, Ling Zhao, Kai Keng Ang, Kok Soon Phua, Fatima Ali Nasrallah, Kai-Hsiang Chuang, Mary C. Stephenson, John J. Totman, Xudong Jiang, Effie Chew, Cuntai Guan, Juan Helen Zhou:
Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC 2018: 1050-1053 - 2017
- [j10]Ruth L. F. Leong, June C. Lo, Sam K. Y. Sim, Hui Zheng, Jesisca Tandi, Juan Helen Zhou, Michael W. L. Chee:
Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort. NeuroImage 147: 852-860 (2017) - [j9]Raphaël Liégeois, Timothy O. Laumann, Abraham Z. Snyder, Juan Helen Zhou, B. T. Thomas Yeo:
Interpreting temporal fluctuations in resting-state functional connectivity MRI. NeuroImage 163: 437-455 (2017) - 2016
- [j8]Kwun Kei Ng, June C. Lo, Joseph K. W. Lim, Michael W. L. Chee, Juan Helen Zhou:
Reduced functional segregation between the default mode network and the executive control network in healthy older adults: A longitudinal study. NeuroImage 133: 321-330 (2016) - 2015
- [j7]Zhaoping Hong, Kwun Kei Ng, Sam K. Y. Sim, Mei Yi Ngeow, Hui Zheng, June C. Lo, Michael W. L. Chee, Juan Helen Zhou:
Differential age-dependent associations of gray matter volume and white matter integrity with processing speed in healthy older adults. NeuroImage 123: 42-50 (2015) - 2014
- [c1]Jiajia Chen, Weiao Ding, Juan Helen Zhou:
Design of hardware efficient modulated filter bank for EEG signals feature extraction. MWSCAS 2014: 793-796 - 2012
- [j6]Christine Cong Guo, Florian Kurth, Juan Helen Zhou, Emeran A. Mayer, Simon B. Eickhoff, Joel H. Kramer, William W. Seeley:
One-year test-retest reliability of intrinsic connectivity network fMRI in older adults. NeuroImage 61(4): 1471-1483 (2012)
2000 – 2009
- 2008
- [b1]Juan Helen Zhou:
Modelling the variability of brain structures, activation, and connectivity. Nanyang Technological University, Singapore, 2008 - [j5]Juan Helen Zhou, Jagath C. Rajapakse:
Fuzzy approach to incorporate hemodynamic variability and contextual information for detection of brain activation. Neurocomputing 71(16-18): 3184-3192 (2008) - [j4]Jagath C. Rajapakse, Yang Wang, Xuebin Zheng, Juan Helen Zhou:
Probabilistic Framework for Brain Connectivity From Functional MR Images. IEEE Trans. Medical Imaging 27(6): 825-833 (2008) - 2007
- [j3]Juan Helen Zhou, Jagath C. Rajapakse:
Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series. Neural Comput. Appl. 16(6): 541-549 (2007) - [j2]Jagath C. Rajapakse, Juan Helen Zhou:
Learning effective brain connectivity with dynamic Bayesian networks. NeuroImage 37(3): 749-760 (2007) - 2005
- [j1]Juan Helen Zhou, Jagath C. Rajapakse:
Segmentation of subcortical brain structures using fuzzy templates. NeuroImage 28(4): 915-924 (2005)
Coauthor Index
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