Qingyu Zhao

发表

Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening

Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, 2018, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

LSSL: Longitudinal Self-Supervised Learning pdf

Kilian M. Pohl, Qingyu Zhao, Zixuan Liu, 2020, ArXiv.

Surface Registration in the Presence of Missing Patches and Topology Change

Qingyu Zhao, Marc Niethammer, Ron Alterovitz, 2015, MIUA.

Bias-Resilient Neural Network pdf

Juan Carlos Niebles, Kilian M. Pohl, Qingyu Zhao, 2019, ArXiv.

Confounder-Aware Visualization of ConvNets

Kilian M. Pohl, Qingyu Zhao, Edith V. Sullivan, 2019, MLMI@MICCAI.

The Endoscopogram: A 3D Model Reconstructed from Endoscopic Video Frames

Qingyu Zhao, Marc Niethammer, Ron Alterovitz, 2016, MICCAI.

Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration

Qingyu Zhao, Marc Niethammer, Stephen M. Pizer, 2014, MICCAI.

Chained regularization for identifying brain patterns specific to HIV infection

Kilian M. Pohl, Qingyu Zhao, Natalie M. Zahr, 2018, NeuroImage.

Vision sharing for collaboratively-teleoperated mobile manipulators

Qingyu Zhao, Zhijun Li, Haoran Zhao, 2011, 2011 9th World Congress on Intelligent Control and Automation.

Truncated Gaussian-Mixture Variational AutoEncoder

Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli, 2019, 1902.03717.

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis pdf

Kilian M. Pohl, Qingyu Zhao, Edith V. Sullivan, 2020, MICCAI.

Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis

Kilian M. Pohl, Qingyu Zhao, Edith V. Sullivan, 2020, MICCAI.

A cost-driven compilation framework for speculative parallelization of sequential programs

Chen Yang, Xiao-Feng Li, Qingyu Zhao, 2004, PLDI '04.

Recurrent Neural Networks with Longitudinal Pooling and Consistency Regularization pdf

Qingyu Zhao, Adolf Pfefferbaum, Ehsan Adeli, 2020, ArXiv.

Orthotropic Thin Shell Elasticity Estimation for Surface Registration

Qingyu Zhao, Marc Niethammer, Ron Alterovitz, 2017, IPMI.

A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity

Kilian M. Pohl, Qingyu Zhao, Dongjin Kwon, 2018, MICCAI.

Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis

Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli, 2019, IPMI.

Covariance Shrinkage for Dynamic Functional Connectivity

Kilian M. Pohl, Qingyu Zhao, Edith V. Sullivan, 2019, CNI@MICCAI.

Representation Learning with Statistical Independence to Mitigate Bias.

Juan Carlos Niebles, Kilian M. Pohl, Qingyu Zhao, 2019 .

Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen

Qingyu Zhao, Stephen M. Pizer, Chen-Rui Chou, 2014, IEEE Transactions on Medical Imaging.

Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs.

Qingyu Zhao, Adolf Pfefferbaum, Ehsan Adeli, 2020, IEEE journal of biomedical and health informatics.

Variational AutoEncoder For Regression: Application to Brain Aging Analysis

Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli, 2019, MICCAI.

Deep learning identifies morphological determinants of sex differences in the pre-adolescent brain

Qingyu Zhao, Natalie M. Zahr, Edith V. Sullivan, 2020, NeuroImage.

Deforming generalized cylinders without self-intersection by means of a parametric center curve

Ruibin Ma, Qingyu Zhao, Stephen M. Pizer, 2018, Computational Visual Media.

Improving 3D surface reconstruction from endoscopic video via fusion and refined reflectance modeling

Jan-Michael Frahm, Rui Wang, Qingyu Zhao, 2017, Medical Imaging.

Longitudinal self-supervised learning

Kilian M. Pohl, Qingyu Zhao, Zixuan Liu, 2021, Medical Image Anal..

Self-Supervised Longitudinal Neighbourhood Embedding pdf

Qingyu Zhao, Adolf Pfefferbaum, Ehsan Adeli, 2021, MICCAI.

Metadata Normalization

Juan Carlos Niebles, Kilian M. Pohl, Qingyu Zhao, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Representation Disentanglement for Multi-modal MR Analysis pdf

Qingyu Zhao, Ehsan Adeli, Greg Zaharchuk, 2021, ArXiv.

Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models

Kilian M. Pohl, Qingyu Zhao, Zixuan Liu, 2021, IPMI.

Representation Disentanglement for Multi-modal Brain MRI Analysis

Kilian M. Pohl, Qingyu Zhao, Ehsan Adeli, 2021, IPMI.

Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs

Kilian M. Pohl, Qingyu Zhao, Edith V. Sullivan, 2021, IEEE Journal of Biomedical and Health Informatics.

Accelerated aging and motor control deficits are related to regional deformation of central cerebellar white matter in alcohol use disorder

Qingyu Zhao, Adolf Pfefferbaum, Edith V Sullivan, 2020, Addiction biology.

Longitudinally consistent estimates of intrinsic functional networks

Qingyu Zhao, Adolf Pfefferbaum, Dongjin Kwon, 2019, Human brain mapping.

Alcohol use effects on adolescent brain development revealed by simultaneously removing confounding factors, identifying morphometric patterns, and classifying individuals

Sang Hyun Park, Qingyu Zhao, Adolf Pfefferbaum, 2018, Scientific Reports.