Chen Zhao

* indicates the corresponding author.

• Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou. CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. Computers in Biology and Medicine (IF 7.7). [Paper]
• Chen Zhao, Joyce H. Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo, Lan-Juan Zhao, Qing Tian, Michael Serou, Chuan Qiu, Kuan-Jui Su, Hui Shen, Hong-Wen Deng, Weihua Zhou*. Multi-view information fusion using multi-view variational autoencoder to predict proximal femoral fracture load. BMC Bioinformatics. [paper]
• Chen Zhao, Shi Shi, Zhuo He, Saurabh Malhotra, Cheng Wang, Zhongqiang Zhao, Xinli Li, Haixing Wen, Shaojie Tang, Yanli Zhou, Weihua Zhou. Spatial-temporal V-Net for automatic segmentation and quantification of right ventricle on gated myocardial perfusion SPECT images. Medical Physics. [paper]
• Chen Zhao, Zhihui Xu, Jingfeng Jiang, Michele Esposito, Drew Pienta, Guang-Uei Hung, Weihua Zhou. AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms. Pattern recognition (IF 8.518). 2023. p.109789. [paper]
• Chen Zhao, Zhihui Xu, Guang-Uei Hung, Weihua Zhou. EAGMN: Coronary Artery Semantic Labeling using Edge Attention Graph Matching. Computers in Biology and Medicine (IF 7.7). 2023. p.107469. [paper].
• Chen Zhao, Haipeng Tang, Daniel McGonigle, Zhuo He, Chaoyang Zhang, Yuping Wang, Hong-Wen Deng, Robert Bober, Weihua Zhou. Development of an approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms. Journal of Medical Imaging (Bellingham). 2022. [paper]
• Chen Zhao, Robert Bober, Haipeng Tang, Jinshan Tang, Minghao Dong, Chaoyang Zhang, Zhuo He, Michele L. Esposito, Zhihui Xu, Weihua Zhou. Semantic Segmentation to Extract Coronary Arteries in Invasive Coronary Angiograms. Journal of Advances in Applied & Computational Mathematics. 2022. [paper]
• Chen Zhao, Yan Xu , Zhuo He, Jinshan Tang, Yijun Zhang, Jungang Han, Yuxin Shi, Weihua Zhou. Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images. Pattern recognition (IF 8.518). 2021. p.108071. [paper] 63 citations
• Chen Zhao, Aviral Vij, Saurabh Malhotr, Jinshan Tang, Haipeng Tang, Drew Pienta, Zhihui Xu, Weihua Zhou. Automatic extraction and stenosis evaluation of coronary arteries in invasive coronary angiograms. Computers in Biology and Medicine (IF 7.7). 2021. p.104667. [paper] 35 citations
• Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Shreyasee Amin, Elizabeth J. Atkinson, Lan-Juan Zhao, Michael J. Serou, Chaoyang Zhang, Hui Shen, Hong-Wen Deng, Weihua Zhou. ST-V-Net: incorporating shape prior into convolutional neural networks for proximal femur segmentation. Complex & Intelligent Systems (IF 5.8). 2021. pp.1-12. [paper] 9 citations
• Xiaoying Pan, Yizhe Zhao, Hao Chen, De Wei, Chen Zhao*, Zhi Wei. Fully Automated Bone Age Assessment on Large-Scale Hand X-Ray Dataset. International Journal of Biomedical Imaging. 2020, Article ID 8460493. [paper] 31 citations
• Chen Zhao*, Jungang Han, Yang Jia, Fan Gou. Lung nodule detection via 3D U-Net and contextual convolutional neural network. International conference on networking and network applications. 2018. [paper] 47 citations
• Chen Zhao*, Jungang Han, Yang Jia, Lianghui Fan, Fan Gou.Versatile framework for medical image processing and analysis with application to automatic bone age assessment. Journal of Electrical and Computer Engineering. 2018. p.1-13. [paper] 25 citations

• Chen Zhao, Michele Esposito, Zhihui Xu, Weihua Zhou. Hyper Association Graph Matching with Uncertainty Quantification for Coronary Artery Semantic Labeling. AAAI 2024 (under review) [Preprint]

• Chen Zhao, Xuewei Cao, Weihua Zhou. Multi-omics integration for hip fracture risk prediction using deep learning. 2022 Upper Peninsula Medical Conference.
• Chen Zhao, Anqi Liu, Xiao Zhang, Xuewei Cao, Zhengming Ding, Qiuying Sha, Hui Shen, Hong-Wen Deng, Weihua Zhou. CLCLSA: cross-omics linked embedding with contrastive learning and self Attention for multi-omics integration using incomplete multi-omics data. American Society of Human Genetics (ASHG) 2023.
• Chen Zhao, Michele Esposito, Jingfeng Jiang, Zhihui Xu, Weihua Zhou. Automated Semantic Segmentation And Stenosis Detection Of Coronary Arteries On Invasive Coronary Angiograms Using Hypergraph Matching And Information Fusion. American Heart Association annual conference (AHA) 2023.
• Xuewei Cao, Joyce H. Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas F. Lang, Hong-Wen Deng, Vilmundur Guðnason, Qiuying Sha. A New Hip Fracture Risk Index Derived from FEA-Computed Proximal Femur Fracture Loads and Energies-to-Failure. The American Society for Bone and Mineral Research (ASBMR) 2022 Annual Meeting.

• Larsen K, He Z, Chen Zhao, Zhang X, Sha Q, Mesquita, CT, Garcia EV, Paez D, Zou J*, Peix A, Zhou W. A new method using deep learning to predict the response to cardiac resynchronization therapy.[Preprint]