Juan Helen Zhou

Orcid: 0000-0002-0180-8648

According to our database1, Juan Helen Zhou authored at least 34 papers between 2005 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Online presence:

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Bibliography

2025
DeepResBat: Deep residual batch harmonization accounting for covariate distribution differences.
Medical Image Anal., 2025

2024
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking.
CoRR, 2024

Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity.
NeuroImage, June, 2023

Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks.
NeuroImage, June, 2023

Mixup Your Own Pairs.
CoRR, 2023

Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Beyond the Snapshot: Brain Tokenized Graph Transformer for Longitudinal Brain Functional Connectome Embedding.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Comparison of individualized behavioral predictions across anatomical, diffusion and functional connectivity MRI.
NeuroImage, 2022

Goal-specific brain MRI harmonization.
NeuroImage, 2022

Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition.
CoRR, 2022

COOP-DHGNN: a Framework for Joint Classification and Prediction of Brain Functional Connectivity Using Sparse Trajectory Dataset with Application to Early Dementia.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Respiratory, cardiac, EEG, BOLD signals and functional connectivity over multiple microsleep episodes.
NeuroImage, 2021

2020
Minimizing Hybrid Dice Loss for Highly Imbalanced 3D Neuroimage Segmentation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

BCI Facilitates the Improvement of Cognitive Functions in Children and Elderly.
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020

2019
Vigilance declines following sleep deprivation are associated with two previously identified dynamic connectivity states.
NeuroImage, 2019

Individual-specific fMRI-Subspaces improve functional connectivity prediction of behavior.
NeuroImage, 2019

2018
Dynamic functional connectivity and its behavioral correlates beyond vigilance.
NeuroImage, 2018

Carrying the past to the future: Distinct brain networks underlie individual differences in human spatial working memory capacity.
NeuroImage, 2018

Differential Amplitude of Low-Frequency Fluctuations in brain networks after BCI Training with and without tDCS in Stroke.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Interpreting temporal fluctuations in resting-state functional connectivity MRI.
NeuroImage, 2017

Longitudinal brain structure and cognitive changes over 8 years in an East Asian cohort.
NeuroImage, 2017

2016
Reduced functional segregation between the default mode network and the executive control network in healthy older adults: A longitudinal study.
NeuroImage, 2016

2015
Differential age-dependent associations of gray matter volume and white matter integrity with processing speed in healthy older adults.
NeuroImage, 2015

2014
Design of hardware efficient modulated filter bank for EEG signals feature extraction.
Proceedings of the IEEE 57th International Midwest Symposium on Circuits and Systems, 2014

2012
One-year test-retest reliability of intrinsic connectivity network fMRI in older adults.
NeuroImage, 2012

2008
Modelling the variability of brain structures, activation, and connectivity
PhD thesis, 2008

Probabilistic Framework for Brain Connectivity From Functional MR Images.
IEEE Trans. Medical Imaging, 2008

Fuzzy approach to incorporate hemodynamic variability and contextual information for detection of brain activation.
Neurocomputing, 2008

2007
Learning effective brain connectivity with dynamic Bayesian networks.
NeuroImage, 2007

Modeling hemodynamic variability with fuzzy features for detecting brain activation from fMR time-series.
Neural Comput. Appl., 2007

2005
Segmentation of subcortical brain structures using fuzzy templates.
NeuroImage, 2005


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