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Updated: Jul 16, 2025

Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
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利用机器学习来预测术后肺部并发症:回顾性队列设计

Jong-Ho Kim1,2, Bo-Reum Cheon1, Min-Guan Kim1

  • 1Department of Anesthesiology and Pain Medicine, Chuncheon Sacred Heart Hospital, Hallym University College of Medicine, Chuncheon 24253, Republic of Korea.

Journal of clinical medicine
|September 9, 2023
PubMed
概括

机器学习有效地预测术后肺部并发症 (PPC) 并确定关键预测特征. 使用这些重要特征的缩小模型显示出临床应用的可行性.

关键词:
并发症可能导致并发症.肺 肺 肺 肺 肺 肺 肺 肺 肺机器学习是机器学习.预测 预测 预测 预测手术 手术 手术 手术 手术 手术 手术

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Patients with hypertrophic cardiomyopathy (HCM) and left ventricular outflow tract (LVOT) obstruction who remain symptomatic despite optimal medical therapy may undergo a septal myectomy (Morrow procedure). This procedure involves excising a portion of the hypertrophied septum below the aortic valve using a heart-lung machine to improve blood flow through the LVOT. Effective preoperative and postoperative nursing management ensures successful patient outcomes, minimizes complications, and...
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