Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources
Li, Wentao, Tong, Jiayi, Anjum, Md Monowar, Mohammed, Noman, Chen, Yong, Jiang, Xiaoqian
Published in BMC medical informatics and decision making (16.10.2022)
Published in BMC medical informatics and decision making (16.10.2022)
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DLMM as a lossless one-shot algorithm for collaborative multi-site distributed linear mixed models
Luo, Chongliang, Islam, Md. Nazmul, Sheils, Natalie E., Buresh, John, Reps, Jenna, Schuemie, Martijn J., Ryan, Patrick B., Edmondson, Mackenzie, Duan, Rui, Tong, Jiayi, Marks-Anglin, Arielle, Bian, Jiang, Chen, Zhaoyi, Duarte-Salles, Talita, Fernández-Bertolín, Sergio, Falconer, Thomas, Kim, Chungsoo, Park, Rae Woong, Pfohl, Stephen R., Shah, Nigam H., Williams, Andrew E., Xu, Hua, Zhou, Yujia, Lautenbach, Ebbing, Doshi, Jalpa A., Werner, Rachel M., Asch, David A., Chen, Yong
Published in Nature communications (30.03.2022)
Published in Nature communications (30.03.2022)
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Journal Article
Inherited Thrombophilia and the Risk of Arterial Ischemic Stroke: A Systematic Review and Meta-Analysis
Chiasakul, Thita, De Jesus, Elizabeth, Tong, Jiayi, Chen, Yong, Crowther, Mark, Garcia, David, Chai-Adisaksopha, Chatree, Messé, Steven R, Cuker, Adam
Published in Journal of the American Heart Association (01.10.2019)
Published in Journal of the American Heart Association (01.10.2019)
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Knowledge, attitude, and practice of inpatients with cardiovascular disease regarding obstructive sleep apnea
Yu, Fuchao, Zhou, Fangping, Hao, Qing, Cao, Wu, Xie, Liang, Xu, Xuan, Zhen, Penghao, Song, Songsong, Liu, Zhuyuan, Song, Sifan, Li, Shengnan, Zhong, Min, Li, Runqian, Tan, Yanyi, Zhang, Qiang, Wei, Qin, Tong, Jiayi
Published in Scientific reports (29.10.2024)
Published in Scientific reports (29.10.2024)
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Effects of sleep apnea hypopnea syndromes on cardiovascular events: a systematic review and meta-analysis
Xie, Liang, Zhen, Penghao, Yu, Fuchao, Yu, Xiaojin, Qian, Hai, Yang, Fang, Tong, Jiayi
Published in Sleep & breathing (01.03.2022)
Published in Sleep & breathing (01.03.2022)
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Efficacy of dapagliflozin in the treatment of HFrEF with obstructive sleep apnea syndrome (DAHOS study): study protocol for a multicentric, prospective, randomized controlled clinical trial
Xie, Liang, Song, Songsong, Li, Shengnan, Wei, Qin, Liu, Hong, Zhao, Chao, Yu, Fuchao, Tong, Jiayi
Published in Current controlled trials in cardiovascular medicine (09.05.2023)
Published in Current controlled trials in cardiovascular medicine (09.05.2023)
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Quantifying and correcting bias due to outcome dependent self-reported weights in longitudinal study of weight loss interventions
Tong, Jiayi, Duan, Rui, Li, Ruowang, Luo, Chongliang, Moore, Jason H., Zhu, Jingsan, Foster, Gary D., Volpp, Kevin G., Yancy, William S., Shaw, Pamela A., Chen, Yong
Published in Scientific reports (04.11.2023)
Published in Scientific reports (04.11.2023)
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Journal Article
Publisher Correction: Quantifying and correcting bias due to outcome dependent self-reported weights in longitudinal study of weight loss interventions
Tong, Jiayi, Duan, Rui, Li, Ruowang, Luo, Chongliang, Moore, Jason H., Zhu, Jingsan, Foster, Gary D., Volpp, Kevin G., Yancy, William S., Shaw, Pamela A., Chen, Yong
Published in Scientific reports (18.12.2023)
Published in Scientific reports (18.12.2023)
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Spectrum of severity of multisystem inflammatory syndrome in children: an EHR-based cohort study from the RECOVER program
Rao, Suchitra, Jing, Naimin, Liu, Xiaokang, Lorman, Vitaly, Maltenfort, Mitchell, Schuchard, Julia, Wu, Qiong, Tong, Jiayi, Razzaghi, Hanieh, Mejias, Asuncion, Lee, Grace M., Pajor, Nathan M., Schulert, Grant S., Thacker, Deepika, Jhaveri, Ravi, Christakis, Dimitri A., Bailey, L. Charles, Forrest, Christopher B., Chen, Yong
Published in Scientific reports (28.11.2023)
Published in Scientific reports (28.11.2023)
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Mesenchymal stem cell transplantation enhancement in myocardial infarction rat model under ultrasound combined with nitric oxide microbubbles
Tong, Jiayi, Ding, Jiandong, Shen, Xiangbo, Chen, Long, Bian, Yeping, Ma, Genshan, Yao, Yuyu, Yang, Fang
Published in PloS one (14.11.2013)
Published in PloS one (14.11.2013)
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Chronic intermittent hypoxia induces cardiac inflammation and dysfunction in a rat obstructive sleep apnea model
Wei, Qin, Bian, Yeping, Yu, Fuchao, Zhang, Qiang, Zhang, Guanghao, Li, Yang, Song, Songsong, Ren, Xiaomei, Tong, Jiayi
Published in Journal of biomedical research (01.11.2016)
Published in Journal of biomedical research (01.11.2016)
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Serum antinuclear antibodies associate with worse prognosis in AQP4‐positive neuromyelitis optica spectrum disorder
Fan, Rong, Zhang, Yuefeng, Xu, Yunqi, Tong, Jiayi, Chen, Zhigang, Gu, Meifeng, Fan, Wenkui, Chen, Yong, Peng, Fuhua, Jiang, Ying
Published in Brain and behavior (01.01.2021)
Published in Brain and behavior (01.01.2021)
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Coronary tortuosity is associated with an elevated high-sensitivity C-reactive protein concentration and increased risk of ischemic stroke in hypertensive patients
Li, Yang, Qadir Nawabi, Abdul, Feng, Yi, Ma, Genshan, Tong, Jiayi, Shen, Chengxing, Liu, Naifeng
Published in Journal of international medical research (01.04.2018)
Published in Journal of international medical research (01.04.2018)
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Predictors of Lung Adenocarcinoma With Leptomeningeal Metastases: A 2022 Targeted-Therapy-Assisted molGPA Model
Zhang, Milan, Tong, Jiayi, Ma, Weifeng, Luo, Chongliang, Liu, Huiqin, Jiang, Yushu, Qin, Lingzhi, Wang, Xiaojuan, Yuan, Lipin, Zhang, Jiewen, Peng, Fuhua, Chen, Yong, Li, Wei, Jiang, Ying
Published in Frontiers in oncology (10.06.2022)
Published in Frontiers in oncology (10.06.2022)
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Distributed learning for heterogeneous clinical data with application to integrating COVID-19 data across 230 sites
Tong, Jiayi, Luo, Chongliang, Islam, Md Nazmul, Sheils, Natalie E., Buresh, John, Edmondson, Mackenzie, Merkel, Peter A., Lautenbach, Ebbing, Duan, Rui, Chen, Yong
Published in NPJ digital medicine (14.06.2022)
Published in NPJ digital medicine (14.06.2022)
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Comparing drug safety of hepatitis C therapies using post-market data
Huang, Jing, Zhang, Xinyuan, Tong, Jiayi, Du, Jingcheng, Duan, Rui, Yang, Liu, Moore, Jason H, Tao, Cui, Chen, Yong
Published in BMC medical informatics and decision making (08.08.2019)
Published in BMC medical informatics and decision making (08.08.2019)
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Proposal of a prediction model for prognosis of patients with acute myocardial infarction after percutaneous coronary intervention based on galectin-3 and soluble growth stimulating expressed gene 2 levels
Zhang, Fuxia, Yu, Fuchao, Song, Songsong, Yang, Hongfei, Shao, Liangfa, Tong, Jiayi
Published in Revista română de medicină de laborator (01.04.2022)
Published in Revista română de medicină de laborator (01.04.2022)
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