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    Development and validation of a machine learning-based model to predict survival in patients with cirrhosis after transjugular intrahepatic portosystemic shuntResearch in context by Binlin Da, Huan Chen, Wei Wu, Wuhua Guo, Anru Zhou, Qin Yin, Jun Gao, Junhui Chen, Jiangqiang Xiao, Lei Wang, Ming Zhang, Yuzheng Zhuge, Feng Zhang

    Published 2025-01-01
    “…Interpretation: This study developed a RF model that better predicted 1-year survival for patients with cirrhosis after TIPS placement than the other scores. Funding: National Natural Science Foundation of China (grant numbers 81900552 and 82370628).…”
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    Inflammatory Gene Signature Identified by Machine Algorithms Reveals Novel Biomarkers of Coronary Artery Disease by Liu X, Zhang Y, Wang Y, Xu Y, Xia W, Liu R, Xu S

    Published 2025-02-01
    “…Xing Liu,1,* Yuanyuan Zhang,1,* Yan Wang,2,3,* Yanfeng Xu,2,4,5 Wenhao Xia,2,5– 7 Ruiming Liu,4,5 Shiyue Xu2,5,6 1Department of Cardiology, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 2Department of Hypertension and Vascular Disease, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 3Health Management Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 4Laboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 5National - Guangdong Joint Engineering Laboratory for Diagnosis and Treatment of Vascular Diseases, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 6NHC Key Laboratory of Assisted Circulation, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China; 7Department of Cardiovascular Medicine, Guangxi Hospital Division of The First Affiliated Hospital of Sun Yat-sen University, Nanning, Guangxi, People’s Republic of China*These authors contributed equally to this workCorrespondence: Shiyue Xu, Department of Hypertension and Vascular Disease, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, People’s Republic of China, Email xushy25@mail.sysu.edu.cn Ruiming Liu, Laboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, People’s Republic of China, Email liuruim@mail2.sysu.edu.cnPurpose: Inflammatory activation of immune cells plays a pivotal role in the development of coronary artery diseases (CAD). …”
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