Qingyu Zhao

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 63

Top Topics

Functional Connectivity

Surface Registration

Top Venues

Medical Image Anal.

Publications

Songyan Niu, Qingyu Zhao, Haibiao Chen, Shuangxia Niu, Linni Jian
Noncooperative Metal Object Detection Using Pole-to-Pole EM Distribution Characteristics for Wireless EV Charger Employing DD Coils. IEEE Trans. Ind. Electron. 71 (6) (2024)
Jensen Hwa, Qingyu Zhao, Aditya Lahiri, Adnan Masood, Babak Salimi, Ehsan Adeli
Enforcing Conditional Independence for Fair Representation Learning and Causal Image Generation. CoRR (2024)
Wei Peng, Ehsan Adeli, Tomas M. Bosschieter, Sanghyun Park, Qingyu Zhao, Kilian M. Pohl
Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. MICCAI (8) (2023)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl
LSOR: Longitudinally-Consistent Self-Organized Representation Learning. MICCAI (1) (2023)
Yixin Wang, Wei Peng, Susan F. Tapert, Qingyu Zhao, Kilian M. Pohl
Imputing Brain Measurements Across Data Sets via Graph Neural Networks. PRIME@MICCAI (2023)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Wei Peng, Greg Zaharchuk, Kilian M. Pohl
LSOR: Longitudinally-Consistent Self-Organized Representation Learning. CoRR (2023)
Wei Peng, Tomas M. Bosschieter, Jiahong Ouyang, Robert Paul, Ehsan Adeli, Qingyu Zhao, Kilian M. Pohl
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs. CoRR (2023)
Yixin Wang, Wei Peng, Susan F. Tapert, Qingyu Zhao, Kilian M. Pohl
Imputing Brain Measurements Across Data Sets via Graph Neural Networks. CoRR (2023)
Favour Nerrise, Qingyu Zhao, Kathleen L. Poston, Kilian M. Pohl, Ehsan Adeli
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment. MICCAI (2) (2023)
Favour Nerrise, Qingyu Zhao, Kathleen L. Poston, Kilian M. Pohl, Ehsan Adeli
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait Impairment. CoRR (2023)
Yueting Li, Qingyue Wei, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome. CoRR (2022)
Magdalini Paschali, Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Bridging the Gap Between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing. PRIME@MICCAI (2022)
Magdalini Paschali, Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing. CoRR (2022)
Anthony Vento, Qingyu Zhao, Robert Paul, Kilian M. Pohl, Ehsan Adeli
A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models. MICCAI (3) (2022)
Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory
Thin shell demons for dental scan registration. Medical Imaging: Image Processing (2022)
Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli
Multiple Instance Neuroimage Transformer. PRIME@MICCAI (2022)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI. IEEE Trans. Medical Imaging 41 (10) (2022)
Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. ECCV Workshops (6) (2022)
Ayush Singla, Qingyu Zhao, Daniel K. Do, Yuyin Zhou, Kilian M. Pohl, Ehsan Adeli
Multiple Instance Neuroimage Transformer. CoRR (2022)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, Kilian M. Pohl
Self-supervised learning of neighborhood embedding for longitudinal MRI. Medical Image Anal. 82 (2022)
Yueting Li, Qingyue Wei, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Joint Graph Convolution for Analyzing Brain Structural and Functional Connectome. MICCAI (1) (2022)
Jiequan Zhang, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Robert Paul, Victor G. Valcour, Kilian M. Pohl
Multi-label, multi-domain learning identifies compounding effects of HIV and cognitive impairment. Medical Image Anal. 75 (2022)
Anthony Vento, Qingyu Zhao, Robert Paul, Kilian M. Pohl, Ehsan Adeli
A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models. CoRR (2022)
Stephen Su, Samuel Kwong, Qingyu Zhao, De-An Huang, Juan Carlos Niebles, Ehsan Adeli
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding. CoRR (2022)
Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli
Metadata Normalization. CoRR (2021)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl
Self-Supervised Longitudinal Neighbourhood Embedding. CoRR (2021)
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. IPMI (2021)
Ehsan Adeli-Mosabbeb, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl
Representation Learning with Statistical Independence to Mitigate Bias. WACV (2021)
Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk
Representation Disentanglement for Multi-modal MR Analysis. CoRR (2021)
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Longitudinal Correlation Analysis for Decoding Multi-Modal Brain Development. CoRR (2021)
Mandy Lu, Qingyu Zhao, Jiequan Zhang, Kilian M. Pohl, Li Fei-Fei, Juan Carlos Niebles, Ehsan Adeli
Metadata Normalization. CVPR (2021)
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl
Longitudinal self-supervised learning. Medical Image Anal. 71 (2021)
Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl
Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs. IEEE J. Biomed. Health Informatics 25 (6) (2021)
Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl
Self-supervised Longitudinal Neighbourhood Embedding. MICCAI (2) (2021)
Qingyu Zhao, Ehsan Adeli, Kilian M. Pohl
Longitudinal Correlation Analysis for Decoding Multi-modal Brain Development. MICCAI (7) (2021)
Anastasia Butskova, Rain Juhl, Dzenan Zukic, Aashish Chaudhary, Kilian M. Pohl, Qingyu Zhao
Adversarial Bayesian Optimization for Quantifying Motion Artifact Within MRI. PRIME@MICCAI (2021)
Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. CoRR (2021)
Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk
Representation Disentanglement for Multi-modal Brain MRI Analysis. IPMI (2021)
Mandy Lu, Qingyu Zhao, Kathleen L. Poston, Edith V. Sullivan, Adolf Pfefferbaum, Marian Shahid, Maya Katz, Leila Montaser Kouhsari, Kevin A. Schulman, Arnold Milstein, Juan Carlos Niebles, Victor W. Henderson, Li Fei-Fei, Kilian M. Pohl, Ehsan Adeli
Quantifying Parkinson's disease motor severity under uncertainty using MDS-UPDRS videos. Medical Image Anal. 73 (2021)
Soham Gadgil, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Spatio-Temporal Graph Convolution for Functional MRI Analysis. CoRR (2020)
Ehsan Adeli, Qingyu Zhao, Natalie M. Zahr, Aimee Goldstone, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain. NeuroImage 223 (2020)
Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl
LSSL: Longitudinal Self-Supervised Learning. CoRR (2020)
Rafi Ayub, Qingyu Zhao, M. J. Meloy, Edith V. Sullivan, Adolf Pfefferbaum, Ehsan Adeli, Kilian M. Pohl
Inpainting Cropped Diffusion MRI Using Deep Generative Models. PRIME@MICCAI (2020)
Soham Gadgil, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Ehsan Adeli, Kilian M. Pohl
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis. MICCAI (7) (2020)
Jiahong Ouyang, Qingyu Zhao, Edith V. Sullivan, Adolf Pfefferbaum, Susan F. Tapert, Ehsan Adeli, Kilian M. Pohl
Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization. CoRR (2020)
Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl
Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis. CoRR (2019)
Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl
Variational AutoEncoder for Regression: Application to Brain Aging Analysis. MICCAI (2) (2019)
Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl
Variational AutoEncoder For Regression: Application to Brain Aging Analysis. CoRR (2019)
Nicolas Honnorat, Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Covariance Shrinkage for Dynamic Functional Connectivity. CNI@MICCAI (2019)
Tuo Leng, Qingyu Zhao, Chao Yang, Zhufu Lu, Ehsan Adeli, Kilian M. Pohl
Data Augmentation Based on Substituting Regional MRIs Volume Scores. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, Xiaoxiao Li, Pamela Ventola, James S. Duncan
Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening. ISBI (2019)
Qingyu Zhao, Lu Wang, Zefan Zhou
Multiple Object Tracking Based on the Deep Neural Networks and Correlation Filter. ROBIO (2019)
Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Confounder-Aware Visualization of ConvNets. CoRR (2019)
Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Confounder-Aware Visualization of ConvNets. MLMI@MICCAI (2019)
Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl
Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis. IPMI (2019)
Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl
Bias-Resilient Neural Network. CoRR (2019)
Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer
Skeleton-based Generalized Cylinder Deformation under the Relative Curvature Condition. PG (Short Papers and Posters) (2018)
Qingyu Zhao, Dongjin Kwon, Kilian M. Pohl
A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity. MICCAI (3) (2018)
Ruibin Ma, Qingyu Zhao, Rui Wang, James N. Damon, Julian G. Rosenman, Stephen M. Pizer
Deforming generalized cylinders without self-intersection by means of a parametric center curve. Comput. Vis. Media 4 (4) (2018)
Ehsan Adeli, Dongjin Kwon, Qingyu Zhao, Adolf Pfefferbaum, Natalie M. Zahr, Edith V. Sullivan, Kilian M. Pohl
Chained regularization for identifying brain patterns specific to HIV infection. NeuroImage 183 (2018)
Rui Wang, True Price, Qingyu Zhao, Jan-Michael Frahm, Julian G. Rosenman, Stephen M. Pizer
Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling. Medical Imaging: Image Processing (2017)
Qingyu Zhao, Stephen M. Pizer, Ron Alterovitz, Marc Niethammer, Julian G. Rosenman
Orthotropic Thin Shell Elasticity Estimation for Surface Registration. IPMI (2017)
Qingyu Zhao, True Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman
The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames. MICCAI (1) (2016)
Qingyu Zhao, James Price, Stephen M. Pizer, Marc Niethammer, Ron Alterovitz, Julian G. Rosenman
Surface Registration in the Presence of Missing Patches and Topology Change. MIUA (2015)
Qingyu Zhao, Chen-Rui Chou, Gig S. Mageras, Stephen M. Pizer
Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen. IEEE Trans. Medical Imaging 33 (8) (2014)
Qingyu Zhao, Stephen M. Pizer, Marc Niethammer, Julian G. Rosenman
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. MICCAI (1) (2014)
Zhao-Hui Du, Chu-Cheow Lim, Xiao-Feng Li, Chen Yang, Qingyu Zhao, Tin-Fook Ngai
A cost-driven compilation framework for speculative parallelization of sequential programs. PLDI (2004)