Qingyu Zhao

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Soham Gadgil, Qingyu Zhao, Adolf Pfefferbaum et al. · Lecture notes in computer science · 2020 · 166 citations · Full text

Neuroimaging Modality, Functional Connectivity, Brain Mapping +5

Training confounder-free deep learning models for medical applications

Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl · Nature Communications · 2020 · 150 citations · Full text

Data Augmentation, Convolutional Neural Network, Engineering +13

Variational AutoEncoder for Regression: Application to Brain Aging Analysis

Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat et al. · Lecture notes in computer science · 2019 · 87 citations · Full text

Neuroimaging Biomarkers, Computational Neuroscience, Neuroinformatics +5

Quantifying Parkinson’s disease motor severity under uncertainty using MDS-UPDRS videos

Mandy Lu, Qingyu Zhao, Kathleen L. Poston et al. · Medical Image Analysis · 2021 · 83 citations · Full text

Uncertainty Quantification, Parkinson Disease, Medicine +9

Longitudinal self-supervised learning

Qingyu Zhao, Zixuan Liu, Ehsan Adeli et al. · Medical Image Analysis · 2021 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +8