Zhao, Qingyu

Publications

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selected publications

Multi-domain predictors of grip strength differentiate individuals with and without alcohol use disorder. Addiction biology. 2024 Academic Article GET IT
Spectral Graph Sample Weighting for Interpretable Sub-cohort Analysis in Predictive Models for Neuroimaging. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2024 Academic Article GET IT
The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research. Biological psychiatry global open science. 2024 Review GET IT
Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder. 2024 GET IT
Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs. Medical image analysis. 2024 Academic Article GET IT
Identifying high school risk factors that forecast heavy drinking onset in understudied young adults. Developmental cognitive neuroscience. 2024 Academic Article GET IT
Contributions of Cerebral White Matter Hyperintensities to Postural Instability in Aging With and Without Alcohol Use Disorder. Biological psychiatry. Cognitive neuroscience and neuroimaging. 2024 Academic Article GET IT
Times cited: 1
Contributions of cerebral white matter hyperintensities, age, and pedal perception to postural sway in people with HIV. AIDS (London, England). 2024 Academic Article GET IT
Contributions of Cerebral White Matter Hyperintensities to Postural Instability in Aging with and without Alcohol Use Disorder. 2024 Article
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
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI. IEEE transactions on medical imaging. 2022 Academic Article GET IT
Times cited: 5
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 GET IT
Times cited: 2
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
Alcohol's effects on the mouse brain are modulated by age and sex. Addiction biology. 2022 Academic Article GET IT
Times cited: 9
Self-supervised learning of neighborhood embedding for longitudinal MRI. Medical image analysis. 2022 Academic Article GET IT
Times cited: 11
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
Adolescent Binge Drinking Is Associated With Accelerated Decline of Gray Matter Volume. Cerebral cortex (New York, N.Y. : 1991). 2022 Academic Article GET IT
Times cited: 21
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 GET IT
Times cited: 10
Metadata Normalization. Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2021 Academic Article GET IT
Times cited: 10
Risk for depression tripled during the COVID-19 pandemic in emerging adults followed for the last 8 years. Psychological medicine. 2021 Academic Article GET IT
Times cited: 18
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment. Medical image analysis. 2021 Academic Article GET IT
Times cited: 8
Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2021 Academic Article GET IT
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 GET IT
Times cited: 11
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos. Medical image analysis. 2021 Academic Article GET IT
Times cited: 56
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. Information processing in medical imaging : proceedings of the ... conference. 2021 Academic Article GET IT
Times cited: 2
Representation Disentanglement for Multi-modal Brain MRI Analysis. Information processing in medical imaging : proceedings of the ... conference. 2021 Academic Article GET IT
Times cited: 17
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 GET IT
Times cited: 36
Longitudinal self-supervised learning. Medical image analysis. 2021 Academic Article GET IT
Times cited: 38
Training confounder-free deep learning models for medical applications. Nature communications. 2020 Academic Article GET IT
Times cited: 93
Jacobian Mapping Reveals Converging Brain Substrates of Disruption and Repair in Response to Ethanol Exposure and Abstinence in 2 Strains of Rats. Alcoholism, clinical and experimental research. 2020 Academic Article GET IT
Times cited: 4
Inpainting Cropped Diffusion MRI using Deep Generative Models. PRedictive Intelligence in MEdicine. PRIME (Workshop). 2020 Academic Article GET IT
Times cited: 3
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain. NeuroImage. 2020 Academic Article GET IT
Times cited: 22
Adolescent alcohol use disrupts functional neurodevelopment in sensation seeking girls. Addiction biology. 2020 Academic Article GET IT
Times cited: 13
Data Augmentation Based on Substituting Regional MRIs Volume Scores. Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention : International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, held in c.... 2019 Academic Article GET IT
Confounder-Aware Visualization of ConvNets. Machine learning in medical imaging. MLMI (Workshop). 2019 Academic Article GET IT
Times cited: 4
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 GET IT
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 GET IT
Times cited: 46
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 GET IT
Times cited: 1
Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis. Information processing in medical imaging : proceedings of the ... conference. 2019 Academic Article GET IT
Times cited: 20
Accelerated aging and motor control deficits are related to regional deformation of central cerebellar white matter in alcohol use disorder. Addiction biology. 2019 Academic Article GET IT
Times cited: 23
Longitudinally consistent estimates of intrinsic functional networks. Human brain mapping. 2019 Academic Article GET IT
Times cited: 6
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 GET IT
Times cited: 8
Chained regularization for identifying brain patterns specific to HIV infection. NeuroImage. 2018 Academic Article GET IT
Times cited: 21
Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals. Scientific reports. 2018 Academic Article GET IT
Times cited: 10
Local metric learning in 2D/3D deformable registration with application in the abdomen. IEEE transactions on medical imaging. 2014 Academic Article GET IT
Times cited: 15
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 GET IT
Times cited: 11

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Research

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Funding awarded

Longitudinal Analysis of Diffusion Tensor Imaging to Discover Adolescent Alcohol Use Effect awarded by National Institute on Alcohol Abuse & Alcoholism Principal Investigator 2024 - 2026
Neural and behavioral risk factors to forecast heavy drinking in young adulthood: Role of sex and adverse childhood experiences awarded by Brain & Behavior Research Foundation Principal Investigator 2024 - 2026

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Background

education and training

Ph.D., University of North Carolina 2017
B.S., Shanghai Jiaotong University (China) 2012

Contact

full name

Qingyu Zhao

primary email

qiz4006@med.cornell.edu

VIVO Weill Cornell Medical College

Qingyu Zhao Assistant Professor of Artificial Intelligence in Radiology

Publications

selected publications

Research

Funding awarded

Background

education and training

Contact

full name

primary email