Juan Helen Zhou

45 papers A* 4B 1Journal 32Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SupReMix: Supervised contrastive learning for medical imaging regression with mixup. Medical Image Anal. Yilei Wu, Zijian Dong, Chongyao Chen, Wangchunshu Zhou, Juan Helen Zhou
2025	J	`jnl`	DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences. Medical Image Anal. Lijun An, Chen Zhang, Naren Wulan, Shaoshi Zhang, Pansheng Chen, Fang Ji, Kwun Kei Ng, Christopher Li Hsian Chen, Juan Helen Zhou, B. T. Thomas Yeo
2025	A*	`conf`	Improve Representation for Imbalanced Regression through Geometric Constraints. CVPR Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou
2025	J	`jnl`	Improve Representation for Imbalanced Regression through Geometric Constraints. CoRR Zijian Dong, Yilei Wu, Chongyao Chen, Yingtian Zou, Yichi Zhang, Juan Helen Zhou
2025	J	`jnl`	Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases? CoRR Qingshan Hou, Yukun Zhou, Jocelyn Hui Lin Goh, Ke Zou, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Thaddaeus Wai Soon Lo, Xiaofeng Lei, Siegfried K. Wagner, Mark A. Chia, Dawei Yang, Hongyang Jiang, Emma Anran Ran, Rui Santos, Gábor Márk Somfai, Juan Helen Zhou, Haoyu Chen, Qingyu Chen, Carol Yim-lui Cheung, Pearse A. Keane, Yih Chung Tham
2025	J	`jnl`	Standardized Evaluation of Automatic Methods for Perivascular Spaces Segmentation in MRI - MICCAI 2024 Challenge Results. CoRR Yilei Wu, Yichi Zhang, Zijian Dong, Fang Ji, An Sen Tan, Gifford Tan, Sizhao Tang, Huijuan Chen, Zijiao Chen, Eric Kwun Kei Ng, José Bernal, Hang Min, Ying Xia, Ines Vati, Liz Cooper, Xiaoyu Hu, Yuchen Pei, Yutao Ma, Victor Nozais, Ami Tsuchida, Pierre-Yves Hervé, Philippe Boutinaud, Marc Joliot, Junghwa Kang, Wooseung Kim, Dayeon Bak, Rachika E. Hamadache, Valeriia Abramova, Xavier Lladó, Yuntao Zhu, Zhenyu Gong, Xin Chen, John McFadden, Pek Lan Khong, Roberto Duarte Coello, Hongwei Bran Li, Woon Puay Koh, Christopher Chen, Joanna M. Wardlaw, Maria del C. Valdés Hernández, Juan Helen Zhou
2024	A*	`conf`	Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking. NeurIPS 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
2024	J	`jnl`	Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking. CoRR 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
2024	—	`conf`	Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. MICCAI (11) Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou
2024	J	`jnl`	Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model. CoRR Zijian Dong, Yilei Wu, Zijiao Chen, Yichi Zhang, Yueming Jin, Juan Helen Zhou
2023	—	`conf`	Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. MICCAI (5) Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou
2023	J	`jnl`	Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding. CoRR Zijian Dong, Yilei Wu, Yu Xiao, Joanna Su Xian Chong, Yueming Jin, Juan Helen Zhou
2023	A*	`conf`	Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity. NeurIPS Zijiao Chen, Jiaxin Qing, Juan Helen Zhou
2023	J	`jnl`	Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity. CoRR Zijiao Chen, Jiaxin Qing, Juan Helen Zhou
2023	J	`jnl`	Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity. NeuroImage 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
2023	J	`jnl`	Mixup Your Own Pairs. CoRR Yilei Wu, Zijian Dong, Chongyao Chen, Wangchunshu Zhou, Juan Helen Zhou
2023	J	`jnl`	Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks. NeuroImage Jean-Philippe Kröll, Patrick Friedrich, Xuan Li, Kaustubh R. Patil, Lisa Mochalski, Laura K. Waite, Xing Qian, Michael W. L. Chee, Juan Helen Zhou, Simon B. Eickhoff, Susanne Weis
2023	A*	`conf`	Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. CVPR Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou
2022	B	`conf`	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 Zijian Dong, Joanna Su Xian Chong, Bing Cai Kok, Juan Helen Zhou
2022	J	`jnl`	Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI. NeuroImage 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
2022	J	`jnl`	Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition. CoRR Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan
2022	J	`jnl`	Goal-specific brain MRI harmonization. NeuroImage Lijun An, Jianzhong Chen, Pansheng Chen, Chen Zhang, Tong He, Christopher Li Hsian Chen, Juan Helen Zhou, B. T. Thomas Yeo
2022	J	`jnl`	Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding. CoRR Zijiao Chen, Jiaxin Qing, Tiange Xiang, Wan Lin Yue, Juan Helen Zhou
2021	J	`jnl`	Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes. NeuroImage Chun Siong Soon, Ksenia Vinogradova, Ju Lynn Ong, Vince D. Calhoun, Thomas Liu, Juan Helen Zhou, Kwun Kei Ng, Michael W. L. Chee
2020	—	`conf`	BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly. BCI Cuntai Guan, Choon Guan Lim, Daniel Fung, Juan Helen Zhou, Ranga Krishnan, Tih Shih Lee
2020	—	`conf`	Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. EMBC Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan
2020	J	`jnl`	Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls. CoRR Mengjiao Hu, Kang Sim, Juan Helen Zhou, Xudong Jiang, Cuntai Guan
2020	—	`conf`	Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation. EMBC Yuhao Lu, Juan Helen Zhou, Cuntai Guan
2019	J	`jnl`	Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior. NeuroImage Rajan Kashyap, Ru Kong, Sagarika Bhattacharjee, Jingwei Li, Juan Helen Zhou, B. T. Thomas Yeo
2019	J	`jnl`	Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states. NeuroImage James Teng, Ju Lynn Ong, Amiya Patanaik, Jesisca Tandi, Juan Helen Zhou, Michael W. L. Chee, Julian Lim
2018	J	`jnl`	Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity. NeuroImage 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
2018	—	`conf`	Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke. EMBC 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
2018	J	`jnl`	Dynamic functional connectivity and its behavioral correlates beyond vigilance. NeuroImage Amiya Patanaik, Jesisca Tandi, Ju Lynn Ong, Chenhao Wang, Juan Helen Zhou, Michael W. L. Chee
2017	J	`jnl`	Interpreting temporal fluctuations in resting-state functional connectivity MRI. NeuroImage Raphaël Liégeois, Timothy O. Laumann, Abraham Z. Snyder, Juan Helen Zhou, B. T. Thomas Yeo
2017	J	`jnl`	Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort. NeuroImage Ruth L. F. Leong, June C. Lo, Sam K. Y. Sim, Hui Zheng, Jesisca Tandi, Juan Helen Zhou, Michael W. L. Chee
2016	J	`jnl`	Reduced functional segregation between the default mode network and the executive control network in healthy older adults: A longitudinal study. NeuroImage Kwun Kei Ng, June C. Lo, Joseph K. W. Lim, Michael W. L. Chee, Juan Helen Zhou
2015	J	`jnl`	Differential age-dependent associations of gray matter volume and white matter integrity with processing speed in healthy older adults. NeuroImage Zhaoping Hong, Kwun Kei Ng, Sam K. Y. Sim, Mei Yi Ngeow, Hui Zheng, June C. Lo, Michael W. L. Chee, Juan Helen Zhou
2014	—	`conf`	Design of hardware efficient modulated filter bank for EEG signals feature extraction. MWSCAS Jiajia Chen, Weiao Ding, Juan Helen Zhou
2012	J	`jnl`	One-year test-retest reliability of intrinsic connectivity network fMRI in older adults. NeuroImage Christine Cong Guo, Florian Kurth, Juan Helen Zhou, Emeran A. Mayer, Simon B. Eickhoff, Joel H. Kramer, William W. Seeley
2008	J	`jnl`	Fuzzy approach to incorporate hemodynamic variability and contextual information for detection of brain activation. Neurocomputing Juan Helen Zhou, Jagath C. Rajapakse
2008	—	`—`	Modelling the variability of brain structures, activation, and connectivity Juan Helen Zhou
2008	J	`jnl`	Probabilistic Framework for Brain Connectivity From Functional MR Images. IEEE Trans. Medical Imaging Jagath C. Rajapakse, Yang Wang, Xuebin Zheng, Juan Helen Zhou
2007	J	`jnl`	Learning effective brain connectivity with dynamic Bayesian networks. NeuroImage Jagath C. Rajapakse, Juan Helen Zhou
2007	J	`jnl`	Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series. Neural Comput. Appl. Juan Helen Zhou, Jagath C. Rajapakse
2005	J	`jnl`	Segmentation of subcortical brain structures using fuzzy templates. NeuroImage Juan Helen Zhou, Jagath C. Rajapakse