Zhao, Qingyu

Publications

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selected publications

Individualized structure-function coupling reveals behavioral signatures in the adolescent brain. Imaging neuroscience (Cambridge, Mass.). 2026 Academic Article GET IT
Divergent Pathways Taken in Adolescence Predict Embracing or Resisting Moderate to Heavy Drinking in Young Adulthood. Biological psychiatry. Cognitive neuroscience and neuroimaging. 2026 Academic Article GET IT
The most important features in generalized additive models might be groups of features. Scientific reports. 2026 Academic Article GET IT
Comparing random forest and elastic net models to predict substance use disorder transitions in participants with cannabis and stimulant use: Evidence from the All of Us cohort. Drug and alcohol dependence. 2025 Academic Article GET IT
Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder. Nature. Mental health. 2025 Academic Article GET IT
An innovative method for assessing the relationship between longitudinal brain volume measurements and neurodevelopmental outcomes in preterm infants. Computers in biology and medicine. 2025 Academic Article GET IT
Regularized CCA identifies sex-specific brain-behavior associations in adolescent psychopathology. Translational psychiatry. 2025 Academic Article GET IT
Latent Causal Modeling for 3D Brain MRI Counterfactuals. Deep generative models : 5th MICCAI workshop, DGM4MICCAI 2025, held in conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. DGM4MICCAI (Workshop) (5th : 2025 : Taejon-si, Korea). 2025 Academic Article GET IT
WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2025 Academic Article GET IT
Socioemotional and Executive Control Mismatch in Adolescence and Risks for Initiating Drinking. JAMA network open. 2025 Academic Article GET IT
In vivo growth trajectories of regional brain volumes in the Wistar rat. Neurobiology of aging. 2025 Academic Article GET IT
Statistical variability in comparing accuracy of neuroimaging based classification models via cross validation. Scientific reports. 2025 Academic Article GET IT
Times cited: 2
Confounder-Free Continual Learning via Recursive Feature Normalization. Proceedings of machine learning research. 2025 Academic Article GET IT
Integration of MRI radiomics and germline genetics to predict the IDH mutation status of gliomas. NPJ precision oncology. 2025 Academic Article GET IT
Times cited: 5
Learning-based inference of longitudinal image changes: Applications in embryo development, wound healing, and aging brain. Proceedings of the National Academy of Sciences of the United States of America. 2025 Academic Article GET IT
Times cited: 4
Adverse childhood experiences and post-traumatic stress impacts on brain connectivity and alcohol use in adolescence. Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence. 2025 Academic Article GET IT
Times cited: 1
Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning. Machine learning in clinical neuroimaging : 7th international workshop, MLCN 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, proceedings. MLCN (Workshop) (7th : 2024 : Marrakesh, Morocco). 2024 Academic Article GET IT
Multi-domain predictors of grip strength differentiate individuals with and without alcohol use disorder. Addiction biology. 2024 Academic Article GET IT
Times cited: 1
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
SOM2LM: Self-Organized Multi-Modal Longitudinal Maps. Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2024 Academic Article GET IT
Times cited: 2
The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research. Biological psychiatry global open science. 2024 Information Resource GET IT
Times cited: 5
Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder. bioRxiv : the preprint server for biology. 2024 Article GET IT
Metadata-conditioned generative models to synthesize anatomically-plausible 3D brain MRIs. Medical image analysis. 2024 Academic Article GET IT
Times cited: 15
Data-Driven Discovery of Movement-Linked Heterogeneity in Neurodegenerative Diseases. Nature machine intelligence. 2024 Academic Article GET IT
Times cited: 7
Identifying high school risk factors that forecast heavy drinking onset in understudied young adults. Developmental cognitive neuroscience. 2024 Academic Article GET IT
Times cited: 3
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: 4
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
Times cited: 2
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
Times cited: 10
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
Times cited: 39
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
Times cited: 3
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
Times cited: 7
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment. ArXiv. 2023 Article GET IT
Editorial: Deep learning in neuroimaging-based neurological disease analysis. Frontiers in neuroimaging. 2023 Editorial Article GET IT
Times cited: 2
Imputing Brain Measurements Across Data Sets via Graph Neural Networks. Predictive Intelligence in Medicine. PRIME (Workshop). 2023 Academic Article GET IT
Times cited: 1
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: 10
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: 9
Multiple Instance Neuroimage Transformer. Predictive Intelligence in Medicine. PRIME (Workshop). 2022 Academic Article GET IT
Times cited: 10
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
Times cited: 13
Alcohol's effects on the mouse brain are modulated by age and sex. Addiction biology. 2022 Academic Article GET IT
Times cited: 14
Self-supervised learning of neighborhood embedding for longitudinal MRI. Medical image analysis. 2022 Academic Article GET IT
Times cited: 21
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
Times cited: 4
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: 26
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: 15
Metadata Normalization. Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2021 Academic Article GET IT
Times cited: 19
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: 29
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment. Medical image analysis. 2021 Academic Article GET IT
Times cited: 14
Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI. Predictive Intelligence in Medicine. PRIME (Workshop). 2021 Academic Article GET IT
Times cited: 3
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: 20
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos. Medical image analysis. 2021 Academic Article GET IT
Times cited: 78
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: 5
Representation Disentanglement for Multi-modal Brain MRI Analysis. Information processing in medical imaging : proceedings of the ... conference. 2021 Academic Article GET IT
Times cited: 34
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: 66
Longitudinal self-supervised learning. Medical image analysis. 2021 Academic Article GET IT
Times cited: 60
Training confounder-free deep learning models for medical applications. Nature communications. 2020 Academic Article GET IT
Times cited: 126
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: 5
Inpainting Cropped Diffusion MRI using Deep Generative Models. Predictive Intelligence in Medicine. PRIME (Workshop). 2020 Academic Article GET IT
Times cited: 8
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain. NeuroImage. 2020 Academic Article GET IT
Times cited: 28
Adolescent alcohol use disrupts functional neurodevelopment in sensation seeking girls. Addiction biology. 2020 Academic Article GET IT
Times cited: 17
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: 5
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: 80
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: 26
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: 26
Longitudinally consistent estimates of intrinsic functional networks. Human brain mapping. 2019 Academic Article GET IT
Times cited: 7
Jacobian Maps Reveal Under-reported Brain Regions Sensitive to Extreme Binge Ethanol Intoxication in the Rat. Frontiers in neuroanatomy. 2018 Academic Article GET IT
Times cited: 10
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: 11
Chained regularization for identifying brain patterns specific to HIV infection. NeuroImage. 2018 Academic Article GET IT
Times cited: 25
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: 12
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: 19
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

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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