SURGICAL
预测自膨胀式瓣膜亚临床小叶血栓形成：多模态机器学习分析
Moscarelli M, Athanasiou T, Casula R, Pernice V, Zaccone G, Zlahoda-Huzior A, Dudek D, Milo S, Speziale G, Fabbrizio A, Fattouch K
- 发表年份
- 2025
- 期刊
- JTCVS structural and endovascular
摘要
该论文利用多模态机器学习方法预测自膨胀式人工心脏瓣膜中的亚临床小叶血栓形成。研究通过整合临床、影像等多模态数据，构建了高精度的预测模型，为术后并发症的早期预警提供了新工具。
关键词
subclinical leaflet thrombosisself-expandable prosthesismachine learningmultimodal analysisprediction
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