A new method incorporating deep learning with shape priors for left ventricular segmentation in myocardial perfusion SPECT images, Fubao Zhu, Longxi Li, Jinyu Zhao, Chen Zhao, Shaojie Tang, Jiaofen Nan, Yanting Li, Zhongqiang Zhao, Jianzhou Shi, Zenghong Chen, Chuang Han, Zhixin Jiang, Weihua Zhou
Michigan Tech Publications

Feasibility of Left Ventricle Lead Implantation in Cardiac Resynchronization Therapy Guided by Gated SPECT and Ventricular Remodeling, Erivelton Alessandro do Nascimento, Fernando de Amorim Fernandes, Pedro Augusto Carvalho Mira, Zhuo He, Weihua Zhou, Claudio Tinoco Mesquita
Michigan Tech Publications

Automatic reorientation by deep learning to generate short-axis SPECT myocardial perfusion images, Fubao Zhu, Guojie Wang, Chen Zhao, Saurabh Malhotra, Min Zhao, Zhuo He, Jianzhou Shi, Zhixin Jiang, Weihua Zhou
Michigan Tech Publications

An autoencoder-based deep learning method for genotype imputation, Meng Song, Jonathan Greenbaum, Joseph Luttrell, Weihua Zhou, Chong Wu, Zhe Luo, Chuan Qiu, Lan Juan Zhao, Kuan Jui Su, Qing Tian, Hui Shen, Huixiao Hong, Ping Gong, Xinghua Shi, Hong Wen Deng, Chaoyang Zhang
Michigan Tech Publications

A method using deep learning to discover new predictors from left-ventricular mechanical dyssynchrony for CRT response, Zhuo He, Xinwei Zhang, Chen Zhao, Xing Ling, Saurabh Malhotra, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Jiangang Zou, Weihua Zhou
Michigan Tech Publications

A Deep Learning-based Method to Extract Lumen and Media-Adventitia in Intravascular Ultrasound Images, Fubao Zhu, Zhengyuan Gao, Chen Zhao, Hanlei Zhu, Jiaofen Nan, Yanhui Tian, Yong Dong, Jingfeng Jiang, Xiaohong Feng, Neng Dai, Weihua Zhou
Michigan Tech Publications

Texture analysis of SPECT myocardial perfusion provides prognostic value for dilated cardiomyopathy, Cheng Wang, Ying Ma, Yanyun Liu, Longxi Li, Chang Cui, Huiyuan Qin, Zhongqiang Zhao, Chunxiang Li, Weizhu Ju, Minglong Chen, Dianfu Li, Weihua Zhou
Michigan Tech Publications

Automatic identification of end-diastolic and end-systolic cardiac frames from invasive coronary angiography videos, Yinghui Meng, Minghao Dong, Xumin Dai, Haipeng Tang, Chen Zhao, Jingfeng Jiang, Shun Xu, Ying Zhou, Fubao Zhu, Zhihui Xu, Weihua Zhou
Michigan Tech Publications

A Mild Dyssynchronous Contraction Pattern Detected by SPECT Myocardial Perfusion Imaging Predicts Super-Response to Cardiac Resynchronization Therapy, Xiao Hu, Zhiyong Qian, Fengwei Zou, Siyuan Xue, Xinwei Zhang, Yao Wang, Xiaofeng Hou, Weihua Zhou, Jiangang Zou
Michigan Tech Publications

Complete electrical reverse remodeling of native conduction after resynchronization therapies, Zhiyong Qian, Chaotong Qin, Fengwei Zou, Siyuan Xue, Yao Wang, Xinwei Zhang, Yuanhao Qiu, Hongping Wu, Xiaofeng Hou, Weihua Zhou, Jiangang Zou
Michigan Tech Publications

A deep learning-based approach to automatic proximal femur segmentation in quantitative CT images, Yu Deng, Ling Wang, Chen Zhao, Shaojie Tang, Xiaoguang Cheng, Hong-Wen Deng, Weihua Zhou
Michigan Tech Publications

Three-dimensional Fusion of Myocardial Perfusion SPECT and Invasive Coronary Angiography Guides Coronary Revascularization, Zhihui Xu, Haipeng Tang, Saurabh Malhotra, Minghao Dong, Chen Zhao, Zekang Ye, Ying Zhou, Shun Xu, Dianfu Li, Cheng Wang, Weihua Zhou
Michigan Tech Publications

3D printing in cardiology: A review of applications and roles for advanced cardiac imaging, Ellen M. Lindquist, Jordan M. Gosnell, Sana K. Khan, John L. Byl, Weihua Zhou, Jingfeng Jiang, et. al.
Michigan Tech Publications

Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images, Chen Zhao, Yan Xu, Zhuo He, Jinshan Tang, Yijun Zhang, Jungang Han, Yuxin Shi, Weihua Zhou
Michigan Tech Publications

Semantic segmentation using deep learning to extract total extraocular muscles and optic nerve from orbital computed tomography images, Fubao Zhu, Zhengyuan Gao, Chen Zhao, Zelin Zhu, Jinshan Tang, Yanyun Liu, Shaojie Tang, Chengzhi Jiang, Xinhui Li, Min Zhao, Weihua Zhou
Michigan Tech Publications

Automatic extraction and stenosis evaluation of coronary arteries in invasive coronary angiograms, Chen Zhao, Aviral Vij, Saurabh Malhotra, Jinshan Tang, Haipeng Tang, Drew Pienta, Zhihui Xu, Weihua Zhou
Michigan Tech Publications

Correction to: Predictive values of left ventricular mechanical dyssynchrony for CRT response in heart failure patients with different pathophysiology (Journal of Nuclear Cardiology, (2021), 10.1007/s12350-021-02796-3), Zhuo He, Dianfu Li, Chang Cui, Hui yuan Qin, Zhongqiang Zhao, Xiaofeng Hou, Jiangang Zou, Ming long Chen, Cheng Wang, Weihua Zhou
Michigan Tech Publications

Predictive values of left ventricular mechanical dyssynchrony for CRT response in heart failure patients with different pathophysiology, Zhuo He, Dianfu Li, Chang Cui, Hui-yuan Qin, Zhongqiang Zhao, Xiaofeng Hou, Weihua Zhou, et. al.
Michigan Tech Publications

Analysis on SPECT myocardial perfusion imaging with a tool derived from dynamic programming to deep learning, Haixing Wen, Qiuyue Wei, Jin Long Huang, Shih Chuan Tsai, Chi Yen Wang, Kuo Feng Chiang, Yu Deng, Xiongtao Cui, Rui Gao, Weihua Zhou, Zhiguo Gui, Guang Uei Hung, Shaojie Tang
Michigan Tech Publications

Clinical impacts of scar reduction on gated myocardial perfusion SPECT after cardiac resynchronization therapy, Chi Yen Wang, Guang Uei Hung, Hsu Chung Lo, Shih Chuan Tsai, Zhuo He, Xinwei Zhang, Kuo Feng Chiang, Jiangang Zou, Weihua Zhou, Jin Long Huang, Shih Ann Chen
Michigan Tech Publications

ST-V-Net: incorporating shape prior into convolutional neural networks for proximal femur segmentation, Chen Zhao, Joyce H. Keyak, Jinshan Tang, Tadashi S. Kaneko, Sundeep Khosla, Weihua Zhou, et. al.
Michigan Tech Publications

Left-ventricular dyssynchrony in viable myocardium by myocardial perfusion SPECT is predictive of mechanical response to CRT, Guang Uei Hung, Jiangang Zou, Zhuo He, Xinwei Zhang, Shih Chuan Tsai, Chi Yen Wang, Kuo Feng Chiang, Haipeng Tang, Ernest V. Garcia, Weihua Zhou, Jin Long Huang
Michigan Tech Publications

3D fusion between fluoroscopy angiograms and SPECT myocardial perfusion images to guide percutaneous coronary intervention, Haipeng Tang, Robert R. Bober, Chao Zhang, Chaoyang Zhang, Huiqing Zhu, Zhuo He, Zhihui Xu, Weihua Zhou
Michigan Tech Publications

Prognostic value of left ventricular mechanical dyssynchrony in hypertrophic cardiomyopathy patients with low risk of sudden cardiac death, Wanying Jiang, Yanyun Liu, Zhuo He, Yanli Zhou, Cheng Wang, Zhixin Jiang, Weihua Zhou
Michigan Tech Publications

Comparison of left ventricular mechanical dyssynchrony parameters between exercise and adenosine triphosphate stress tests using gated single-photon emission computed tomography myocardial perfusion imaging, Jianzhou Shi, Yanli Zhou, Priyaranjan Kata, Sheilabi Seeburun, Cheng Wang, Dianfu Li, Zhixin Jiang, Weihua Zhou
Michigan Tech Publications

A new approach to extracting coronary arteries and detecting stenosis in invasive coronary angiograms, Chen Zhao, Haipeng Tang, Daniel McGonigle, Zhuo He, Chaoyang Zhang, Yu-Ping Wang, Hong-Wen Deng, Robert Bober, Weihua Zhou
Michigan Tech Publications

Incremental value of left ventricular shape parameters measured by gated SPECT MPI in predicting the super-response to CRT, Zhuo He, Fernando de Amorim Fernandes, Erivelton Alessandro do Nascimento, Ernest V. Garcia, Claudio T. Mesquita, Weihua Zhou
Michigan Tech Publications

Efficacy of upgrading to left bundle branch pacing in patients with heart failure after right ventricular pacing, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Yuanhao Qiu, Hongping Wu, Weihua Zhou, Jiangang Zou
Michigan Tech Publications

Prognostic value of integrative analysis of electrical and mechanical dyssynchrony in patients with acute heart failure, Yanli Zhou, Zhuo He, Shengen Liao, Yanyun Liu, Li Zhang, Xu Zhu, Iokfai Cheang, Haifeng Zhang, Wenming Yao, Xinli Li, Weihua Zhou
Michigan Tech Publications

A novel method for ECG signal classification via one-dimensional convolutional neural network, Xuan Hua, Jungang Han, Chen Zhao, Haipeng Tang, Zhuo He, Qinghui Chen, Shaojie Tang, Jinshan Tang, Weihua Zhou
Michigan Tech Publications

Machine learning for the diagnosis of pulmonary hypertension, Fubao Zhu, Dongxu Xu, Yanyun Liu, Kun Lou, Zhuo He, Hao Zhang, Yanhui Sheng, Rong Yang, Xinli Li, Xiangqing Kong, Haifeng Zhang, Weihua Zhou
Michigan Tech Publications

Left ventricular systolic and diastolic dyssynchrony to improve cardiac resynchronization therapy response in heart failure patients with dilated cardiomyopathy., Cheng Wang, Jianzhou Shi, Jiacheng Ge, Haipeng Tang, Zhuo He, Yanyun Liu, Weihua Zhou
Michigan Tech Publications

A pilot study to determine if left ventricular activation time is a useful parameter for left bundle branch capture: Validated by ventricular mechanical synchrony with SPECT imaging, Zhiyong Qian, Yao Wang, Xiaofeng Hou, Yuanhao Qiu, Zeyu Jiang, Hongping Wu, Zhongqiang Zhao, Weihua Zhou, Jiangang Zou
Michigan Tech Publications

Machine learning for the preliminary diagnosis of dementia, Fubao Zhu, Xiaonan Li, Haipeng Tang, Zhuo He, Chaoyang Zhang, Guang-Uei Hung, Pai-Yi Chiu, Weihua Zhou
Michigan Tech Publications

Incremental value of myocardial wall motion and thickening to perfusion alone by gated SPECT myocardial perfusion imaging for viability assessment in patients with ischemic heart failure., Feifei Zhang, Jianfeng Wang, Xiaoliang Shao, Minfu Yang, Yongxiang Qian, Xiaoyu Yang, Zhifang Wu, Sijin Li, Wenchong Xin, Yunmei Shi, Bao Liu, Wenji Yu, Zhuo He, Weihua Zhou, Yuetao Wang
Michigan Tech Publications

Analyze informant-based questionnaire for the early diagnosis of senile dementia using deep learning, Fubao Zhu, Xiaonan Li, Daniel Mcgonigle, Haipeng Tang, Zhuo He, Chaoyang Zhang, Guang-Uei Hung, Pai-Yi Chiu, Weihua Zhou
Michigan Tech Publications