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ORCIDYuan Xue 0002
Person information
- affiliation: Johns Hopkins University, Baltimore, MD, USA
- affiliation (former): Pennsylvania State University, College of Information Sciences and Technology, University Park, PA, USA
- affiliation (former): Lehigh University, Department of Computer Science and Engineering, Bethlehem, PA, USA
Other persons with the same name
- Yuan Xue — disambiguation page
- Yuan Xue 0001 — Vanderbilt University, Department of Electrical Engineering and Computer Science, Nashville, TN, USA (and 1 more)
2020 – today
- 2024
[j8]De Cai
, Jie Chen, Junhan Zhao, Yuan Xue, Sen Yang, Wei Yuan, Min Feng, Haiyan Weng, Shuguang Liu, Yulong Peng, Junyou Zhu, Kanran Wang, Christopher Jackson, Hongping Tang, Junzhou Huang, Xiyue Wang:
HiCervix: An Extensive Hierarchical Dataset and Benchmark for Cervical Cytology Classification. IEEE Trans. Medical Imaging 43(12): 4344-4355 (2024)- [c31]Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon X. Huang:
3D-Aware Talking-Head Video Motion Transfer. WACV 2024: 4942-4952 - [e3]Yuan Xue, Chen Chen, Chao Chen, Lianrui Zuo, Yihao Liu:
Data Augmentation, Labelling, and Imperfections - Third MICCAI Workshop, DALI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings. Lecture Notes in Computer Science 14379, Springer 2024, ISBN 978-3-031-58170-0 [contents] - 2023
- [j7]Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Samuel W. Remedios, Savannah Hays, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
HACA3: A unified approach for multi-site MR image harmonization. Comput. Medical Imaging Graph. 109: 102285 (2023) - [j6]Haomiao Ni, Yuan Xue, Liya Ma, Qian Zhang, Xiaoye Li, Sharon X. Huang:
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment. Medical Image Anal. 83: 102654 (2023) - [c30]Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince:
Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee. ISBI 2023: 1-5 - [c29]Anqi Feng, Yuan Xue, Yuli Wang, Chang Yan, Zhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations. ISBI 2023: 1-5 - [c28]Peng Jin, Yin-Ting Yeh, Jiarong Ye, Ziyang Wang, Yuan Xue, Na Zhang, Shengxi Huang, Elodie Ghedin, Huaguang Lu, Anthony Schmitt, Sharon X. Huang, Mauricio Terrones:
Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning. ISBI 2023: 1-5 - [c27]Yuli Wang, Anqi Feng, Yuan Xue, Lianrui Zuo, Yihao Liu, Ari M. Blitz, Mark G. Luciano, Aaron Carass, Jerry L. Prince:
Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly. ISBI 2023: 1-5 - [c26]Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue:
Synthetic Augmentation with Large-Scale Unconditional Pre-training. MICCAI (2) 2023: 754-764 - [c25]Yuan Xue, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince:
Unsupervised quality assurance for brain MR image rigid registration using latent shape representation. Image Processing 2023 - [c24]Yuli Wang, Anqi Feng, Yuan Xue, Muhan Shao, Ari M. Blitz, Mark D. Luciano, Aaron Carass, Jerry L. Prince:
Investigation of probability maps in deep-learning-based brain ventricle parcellation. Image Processing 2023 - [c23]Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI. Image Processing 2023 - [c22]Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass:
A latent space for unsupervised MR image quality control via artifact assessment. Image Processing 2023 - [c21]Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue:
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. WACV 2023: 412-422 - [i23]Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince:
Segmenting thalamic nuclei from manifold projections of multi-contrast MRI. CoRR abs/2301.06114 (2023) - [i22]Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass:
A latent space for unsupervised MR image quality control via artifact assessment. CoRR abs/2302.00528 (2023) - [i21]Jiarong Ye, Haomiao Ni, Peng Jin, Sharon X. Huang, Yuan Xue:
Synthetic Augmentation with Large-scale Unconditional Pre-training. CoRR abs/2308.04020 (2023) - [i20]Haomiao Ni, Jiachen Liu, Yuan Xue, Sharon Xiaolei Huang:
3D-Aware Talking-Head Video Motion Transfer. CoRR abs/2311.02549 (2023) - 2022
- [j5]Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang:
Deep image synthesis from intuitive user input: A review and perspectives. Comput. Vis. Media 8(1): 3-31 (2022) - [c20]Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang:
End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement. ECCV (15) 2022: 547-562 - [c19]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling a Single MR Modality. DALI@MICCAI 2022: 54-63 - [c18]Yuan Xue, Blake E. Dewey, Lianrui Zuo, Shuo Han, Aaron Carass, Peiyu Duan, Samuel W. Remedios, Dzung L. Pham, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince:
Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement. SASHIMI@MICCAI 2022: 55-65 - [c17]Yihao Liu, Lianrui Zuo, Shuo Han, Yuan Xue, Jerry L. Prince, Aaron Carass:
Coordinate Translator for Learning Deformable Medical Image Registration. MMMI@MICCAI 2022: 98-109 - [c16]Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang:
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. MICCAI (8) 2022: 416-426 - [c15]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images. MICCAI (6) 2022: 613-622 - [e2]Hien Van Nguyen, Sharon Xiaolei Huang, Yuan Xue:
Data Augmentation, Labelling, and Imperfections - Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13567, Springer 2022, ISBN 978-3-031-17026-3 [contents] - [i19]Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
Disentangling A Single MR Modality. CoRR abs/2205.04982 (2022) - [i18]Jiarong Ye, Yin-Ting Yeh, Yuan Xue, Ziyang Wang, Na Zhang, He Liu, Kunyan Zhang, RyeAnne Ricker, Zhuohang Yu, Allison Roder, Nestor Perea Lopez, Lindsey Organtini, Wallace Greene, Susan Hafenstein, Huaguang Lu, Elodie Ghedin, Mauricio Terrones, Shengxi Huang, Sharon Xiaolei Huang:
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning. CoRR abs/2206.02788 (2022) - [i17]Haomiao Ni, Yuan Xue, Kelvin K. Wong, John Volpi, Stephen T. C. Wong, James Z. Wang, Xiaolei Huang:
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans. CoRR abs/2206.15445 (2022) - [i16]Jiachen Liu, Yuan Xue, José Pinto Duarte, Krishnendra Shekhawat, Zihan Zhou, Xiaolei Huang:
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement. CoRR abs/2207.13268 (2022) - [i15]Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince:
Deep filter bank regression for super-resolution of anisotropic MR brain images. CoRR abs/2209.02611 (2022) - [i14]Haomiao Ni, Yihao Liu, Sharon X. Huang, Yuan Xue:
Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. CoRR abs/2210.01559 (2022) - [i13]Haomiao Ni, Yuan Xue, Liya Ma, Qian Zhang, Xiaoye Li, Xiaolei Huang:
Semi-supervised Body Parsing and Pose Estimation for Enhancing Infant General Movement Assessment. CoRR abs/2210.08054 (2022) - [i12]Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass:
HACA3: A Unified Approach for Multi-site MR Image Harmonization. CoRR abs/2212.06065 (2022) - 2021
- [j4]Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
Selective synthetic augmentation with HistoGAN for improved histopathology image classification. Medical Image Anal. 67: 101816 (2021) - [j3]Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang:
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. IEEE Trans. Emerg. Top. Comput. Intell. 5(2): 247-261 (2021) - [c14]Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. MICCAI (8) 2021: 613-623 - [e1]Sandy Engelhardt, Ilkay Öksüz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Van Nguyen, Raphael Sznitman, Yuan Xue:
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Lecture Notes in Computer Science 13003, Springer 2021, ISBN 978-3-030-88209-9 [contents] - [i11]Yuan Xue, Yuan-Chen Guo, Han Zhang, Tao Xu, Song-Hai Zhang, Xiaolei Huang:
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives. CoRR abs/2107.04240 (2021) - [i10]Jiarong Ye, Yuan Xue, Peter Liu, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. CoRR abs/2111.06398 (2021) - [i9]Yuan Xue, Jiarong Ye, Qianying Zhou, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Carl Cornwell, Richard Zaino, Keith C. Cheng, Xiaolei Huang:
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification. CoRR abs/2111.06399 (2021) - 2020
- [c13]Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang:
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. AAAI 2020: 12565-12572 - [c12]Yuan Xue, Zihan Zhou, Xiaolei Huang:
Neural Wireframe Renderer: Learning Wireframe to Image Translations. ECCV (26) 2020: 279-295 - [c11]Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang:
Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network. ISBI 2020: 1720-1724 - [c10]Samarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng:
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113170T - [c9]Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang:
Synthetic Sample Selection via Reinforcement Learning. MICCAI (1) 2020: 53-63 - [c8]Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang:
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. MICCAI (4) 2020: 396-405 - [i8]Yanglan Ou, Yuan Xue, Ye Yuan, Tao Xu, Vincent Pisztora, Jia Li, Xiaolei Huang:
Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network. CoRR abs/2004.00191 (2020) - [i7]Haomiao Ni, Yuan Xue, Qian Zhang, Xiaolei Huang:
SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. CoRR abs/2007.08646 (2020) - [i6]Jiarong Ye, Yuan Xue, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Keith C. Cheng, Xiaolei Huang:
Synthetic Sample Selection via Reinforcement Learning. CoRR abs/2008.11331 (2020)
2010 – 2019
- 2019
- [c7]Yuan Xue, Xiaolei Huang:
Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation. IPMI 2019: 125-138 - [c6]Qian Zhang, Yuan Xue, Xiaolei Huang:
Online Training for Body Part Segmentation in Infant Movement Videos. ISBI 2019: 489-492 - [c5]Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang:
Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. MICCAI (1) 2019: 387-396 - [i5]Yuan Xue, Qianying Zhou, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Carl Cornwell, Zhiyun Xue, Xiaolei Huang:
Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification. CoRR abs/1907.10655 (2019) - [i4]Yuan Xue, Jiarong Ye, L. Rodney Long, Sameer K. Antani, Zhiyun Xue, Xiaolei Huang:
Selective Synthetic Augmentation with Quality Assurance. CoRR abs/1912.03837 (2019) - [i3]Yuan Xue, Zihan Zhou, Xiaolei Huang:
Learning Structure-Appearance Joint Embedding for Indoor Scene Image Synthesis. CoRR abs/1912.03840 (2019) - [i2]Yuan Xue, Hui Tang, Zhi Qiao, Guanzhong Gong, Yong Yin, Zhen Qian, Chao Huang, Wei Fan, Xiaolei Huang:
Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. CoRR abs/1912.03849 (2019) - 2018
- [j2]Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang:
SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation. Neuroinformatics 16(3-4): 383-392 (2018) - [j1]Yuan Xue, Pan Zhou, Shiwen Mao, Dapeng Oliver Wu, Yingjie Zhou:
Pure-Exploration Bandits for Channel Selection in Mission-Critical Wireless Communications. IEEE Trans. Veh. Technol. 67(11): 10995-11007 (2018) - [c4]Yuan Xue, Tao Xu, Xiaolei Huang:
Adversarial learning with multi-scale loss for skin lesion segmentation. ISBI 2018: 859-863 - [c3]Yuan Xue, Tao Xu, L. Rodney Long, Zhiyun Xue, Sameer K. Antani, George R. Thoma, Xiaolei Huang:
Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. MICCAI (1) 2018: 457-466 - 2017
- [i1]Yuan Xue, Tao Xu, Han Zhang, L. Rodney Long, Xiaolei Huang:
SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation. CoRR abs/1706.01805 (2017) - 2016
- [c2]Yuan Xue, Pan Zhou, Tao Jiang, Shiwen Mao, Xiaolei Huang:
Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring. SECON 2016: 1-9 - 2015
- [c1]Yuan Xue, Pan Zhou, Jun Li, Tao Jiang:
Distributed exploration bandit for dynamic spectrum access. WCSP 2015: 1-5
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