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A novel method using machine learning to integrate features from lung and epicardial adipose tissue for detecting the severity of COVID-19 infection


Jan 29, 2023
Ni Yao, Yanhui Tian, Daniel Gama das Neves, Chen Zhao, Claudio Tinoco Mesquita, Wolney de Andrade Martins, Alair Augusto Sarmet Moreira Damas dos Santos, Yanting Li, Chuang Han, Fubao Zhu, Neng Dai, Weihua Zhou

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* 24 pages, 4 figures 

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AGMN: Association Graph-based Graph Matching Network for Coronary Artery Semantic Labeling on Invasive Coronary Angiograms


Jan 11, 2023
Chen Zhao, Zhihui Xu, Jingfeng Jiang, Michele Esposito, Drew Pienta, Guang-Uei Hung, Weihua Zhou

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* 26 pages, 7 figures 

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A new method using machine learning to integrate ECG and gated SPECT MPI for Cardiac Resynchronization Therapy Decision Support on behalf of the VISION-CRT


Nov 06, 2022
Fernando de A. Fernandes, Kristoffer Larsen, Zhuo He, Erivelton Nascimento, Amalia Peix, Qiuying Sha, Diana Paez, Ernest V. Garcia, Weihua Zhou, Claudio T Mesquita

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Hip Fracture Prediction using the First Principal Component Derived from FEA-Computed Fracture Loads


Oct 03, 2022
Xuewei Cao, Joyce H Keyak, Sigurdur Sigurdsson, Chen Zhao, Weihua Zhou, Anqi Liu, Thomas Lang, Hong-Wen Deng, Vilmundur Gudnason, Qiuying Sha

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* 26 pages, 4 figures 

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Multi-view information fusion using multi-view variational autoencoders to predict proximal femoral strength


Oct 03, 2022
Chen Zhao, Joyce H Keyak, Xuewei Cao, Qiuying Sha, Li Wu, Zhe Luo, Lanjuan Zhao, Qing Tian, Chuan Qiu, Ray Su, Hui Shen, Hong-Wen Deng, Weihua Zhou

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* 16 pages, 3 figures 

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Automatic reorientation by deep learning to generate short axis SPECT myocardial perfusion images


Aug 07, 2022
Fubao Zhu, Guojie Wang, Chen Zhao, Saurabh Malhotra, Min Zhao, Zhuo He, Jianzhou Shi, Zhixin Jiang, Weihua Zhou

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* 27 pages,7 figures 

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Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms


Jun 24, 2022
Yinghui Meng, Zhenglong Du, Chen Zhao, Minghao Dong, Drew Pienta, Zhihui Xu, Weihua Zhou

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* 22 pages,5 figures 

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A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images


Jun 07, 2022
Fubao Zhu, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Zhixin Jiang, Weihua Zhou

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* 21 pages, 14 figures 

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A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation


Feb 21, 2022
Dongqi Wang, Shengyu Zhang, Zhipeng Di, Xin Lin, Weihua Zhou, Fei Wu

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Spatial-temporal V-Net for automatic segmentation and quantification of right ventricles in gated myocardial perfusion SPECT images


Oct 11, 2021
Chen Zhao, Shi Shi, Zhuo He, Cheng Wang, Zhongqiang Zhao, Xinli Li, Yanli Zhou, Weihua Zhou

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* 16 pages, 6 figures 

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