selected publications
- An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2023 Academic Article GET IT
- Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2023 Academic Article GET IT
- LSOR: Longitudinally-Consistent Self-Organized Representation Learning. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2023 Academic Article GET IT
- Age-Accelerated Increase of White Matter Hyperintensity Volumes Is Exacerbated by Heavy Alcohol Use in People Living With HIV. Biological psychiatry. 2023 Academic Article GET IT
- An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment. 2023 GET IT
- Editorial: Deep learning in neuroimaging-based neurological disease analysis. Frontiers in neuroimaging. 2023 Editorial Article GET IT
- Imputing Brain Measurements Across Data Sets via Graph Neural Networks. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2023 Academic Article GET IT
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Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI.
IEEE transactions on medical imaging.
2022
Academic Article
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Times cited: 4 -
A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2022
Academic Article
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Times cited: 1 - Multiple Instance Neuroimage Transformer. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2022 Academic Article GET IT
- Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2022 Academic Article GET IT
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Self-supervised learning of neighborhood embedding for longitudinal MRI.
Medical image analysis.
2022
Academic Article
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Times cited: 6 - Earlier Bedtime and Effective Coping Skills Predict a Return to Low-Risk of Depression in Young Adults during the COVID-19 Pandemic. International journal of environmental research and public health. 2022 Academic Article GET IT
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Adolescent Binge Drinking Is Associated With Accelerated Decline of Gray Matter Volume.
Cerebral cortex (New York, N.Y. : 1991).
2022
Academic Article
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Times cited: 14 -
Did the acute impact of the COVID-19 pandemic on drinking or nicotine use persist? Evidence from a cohort of emerging adults followed for up to nine years.
Addictive behaviors.
2022
Academic Article
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Times cited: 8 -
Metadata Normalization.
Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
2021
Academic Article
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Times cited: 7 -
Risk for depression tripled during the COVID-19 pandemic in emerging adults followed for the last 8 years.
Psychological medicine.
2021
Academic Article
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Times cited: 12 -
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment.
Medical image analysis.
2021
Academic Article
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Times cited: 5 - Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2021 Academic Article GET IT
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Self-Supervised Longitudinal Neighbourhood Embedding.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2021
Academic Article
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Times cited: 11 -
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos.
Medical image analysis.
2021
Academic Article
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Times cited: 38 -
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models.
Information processing in medical imaging : proceedings of the ... conference.
2021
Academic Article
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Times cited: 2 -
Representation Disentanglement for Multi-modal Brain MRI Analysis.
Information processing in medical imaging : proceedings of the ... conference.
2021
Academic Article
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Times cited: 14 -
Representation Learning with Statistical Independence to Mitigate Bias.
IEEE Winter Conference on Applications of Computer Vision. IEEE Winter Conference on Applications of Computer Vision.
2021
Academic Article
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Times cited: 34 -
Longitudinal self-supervised learning.
Medical image analysis.
2021
Academic Article
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Times cited: 28 -
Training confounder-free deep learning models for medical applications.
Nature communications.
2020
Academic Article
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Times cited: 72 -
Inpainting Cropped Diffusion MRI using Deep Generative Models.
PRedictive Intelligence in MEdicine. PRIME (Workshop).
2020
Academic Article
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Times cited: 3 -
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain.
NeuroImage.
2020
Academic Article
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Times cited: 20 -
Covariance Shrinkage for Dynamic Functional Connectivity.
Connectomics in neuroImaging : third International Workshop, CNI 2019, held in conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. CNI (Workshop) (3rd : 2019 : Shenzhen Shi, China).
2019
Academic Article
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Times cited: 1 -
Variational AutoEncoder For Regression: Application to Brain Aging Analysis.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2019
Academic Article
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Times cited: 42 -
PREDICTION OF TREATMENT OUTCOME FOR AUTISM FROM STRUCTURE OF THE BRAIN BASED ON SURE INDEPENDENCE SCREENING.
Proceedings. IEEE International Symposium on Biomedical Imaging.
2019
Academic Article
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Times cited: 1 -
A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2018
Academic Article
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Times cited: 7 -
Chained regularization for identifying brain patterns specific to HIV infection.
NeuroImage.
2018
Academic Article
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Times cited: 20 -
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals.
Scientific reports.
2018
Academic Article
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Times cited: 8 -
Local metric learning in 2D/3D deformable registration with application in the abdomen.
IEEE transactions on medical imaging.
2014
Academic Article
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Times cited: 13 -
Geometric-feature-based spectral graph matching in pharyngeal surface registration.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention.
2014
Academic Article
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Times cited: 9