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Ruman Cui on Muck Rack

Ruman Cui

As seen in: Frontiers
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Articles

Four-dimensional left atrial quantification for predicting major adverse cardiovascular events in patients with uremia: an interpretable LASSO-logistic model

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By Lingxiang Ma, Mei Jin, Zikang Lin, Xuning Huang, Meihua Chen, Ruman Cui
| Frontiers
Abstract Background: This study aimed to develop a machine learning model using four-dimensional left atrial quantification (4D-LAQ) parameters to the risk of major adverse cardiovascular events (MACE) in patients with uremia. Methods: A total of 223 patients with uremia treated at the Second Affiliated Hospital of Hainan Medical University between January 2021 and January 2026 were retrospectively enrolled and followed up for the occurrence of MACE.
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