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ORCIDQingyu Zhao
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2020 – today
- 2021
[i10]Zixuan Liu, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao:
Going Beyond Saliency Maps: Training Deep Models to Interpret Deep Models. CoRR abs/2102.08239 (2021)- [i9]Jiahong Ouyang, Ehsan Adeli, Kilian M. Pohl, Qingyu Zhao, Greg Zaharchuk:
Representation Disentanglement for Multi-modal MR Analysis. CoRR abs/2102.11456 (2021) - [i8]Jiahong Ouyang, Qingyu Zhao, Ehsan Adeli, Edith V. Sullivan, Adolf Pfefferbaum, Greg Zaharchuk, Kilian M. Pohl:
Self-Supervised Longitudinal Neighbourhood Embedding. CoRR abs/2103.03840 (2021) - 2020
- [j4]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: 117293 (2020) - [c17]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: 91-100 - [c16]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: 528-538 - [i7]Soham Gadgil, Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl:
Spatio-Temporal Graph Convolution for Functional MRI Analysis. CoRR abs/2003.10613 (2020) - [i6]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 abs/2003.13958 (2020) - [i5]Qingyu Zhao, Zixuan Liu, Ehsan Adeli, Kilian M. Pohl:
LSSL: Longitudinal Self-Supervised Learning. CoRR abs/2006.06930 (2020)
2010 – 2019
- 2019
- [c15]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: 867-879 - [c14]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: 404-408 - [c13]Nicolas Honnorat, Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl:
Covariance Shrinkage for Dynamic Functional Connectivity. CNI@MICCAI 2019: 32-41 - [c12]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: 32-41 - [c11]Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl:
Confounder-Aware Visualization of ConvNets. MLMI@MICCAI 2019: 328-336 - [c10]Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl:
Variational AutoEncoder for Regression: Application to Brain Aging Analysis. MICCAI (2) 2019: 823-831 - [c9]Qingyu Zhao, Lu Wang, Zefan Zhou:
Multiple Object Tracking Based on the Deep Neural Networks and Correlation Filter. ROBIO 2019: 2989-2994 - [i4]Qingyu Zhao, Nicolas Honnorat, Ehsan Adeli, Kilian M. Pohl:
Variational Autoencoder with Truncated Mixture of Gaussians for Functional Connectivity Analysis. CoRR abs/1902.03717 (2019) - [i3]Qingyu Zhao, Ehsan Adeli, Nicolas Honnorat, Tuo Leng, Kilian M. Pohl:
Variational AutoEncoder For Regression: Application to Brain Aging Analysis. CoRR abs/1904.05948 (2019) - [i2]Qingyu Zhao, Ehsan Adeli, Adolf Pfefferbaum, Edith V. Sullivan, Kilian M. Pohl:
Confounder-Aware Visualization of ConvNets. CoRR abs/1907.12727 (2019) - [i1]Ehsan Adeli, Qingyu Zhao, Adolf Pfefferbaum, Edith V. Sullivan, Li Fei-Fei, Juan Carlos Niebles, Kilian M. Pohl:
Bias-Resilient Neural Network. CoRR abs/1910.03676 (2019) - 2018
- [j3]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): 305-321 (2018) - [j2]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: 425-437 (2018) - [c8]Qingyu Zhao, Dongjin Kwon, Kilian M. Pohl:
A Riemannian Framework for Longitudinal Analysis of Resting-State Functional Connectivity. MICCAI (3) 2018: 145-153 - [c7]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: 37-40 - 2017
- [c6]Qingyu Zhao, Stephen M. Pizer, Ron Alterovitz, Marc Niethammer, Julian G. Rosenman:
Orthotropic Thin Shell Elasticity Estimation for Surface Registration. IPMI 2017: 493-504 - [c5]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: 101330B - 2016
- [c4]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: 439-447 - 2015
- [c3]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: 8-13 - 2014
- [j1]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): 1592-1600 (2014) - [c2]Qingyu Zhao, Stephen M. Pizer, Marc Niethammer, Julian G. Rosenman:
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. MICCAI (1) 2014: 259-266
2000 – 2009
- 2004
- [c1]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: 71-81
Coauthor Index
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