在随机森林算法背后，腹主动脉瘤患者会迎来更光明的未来吗？ - Suppr

Behind a Random Forest, a Brighter Future for Patients with Abdominal Aortic Aneurysm?

作者信息

Lareyre Fabien, Teraa Martin

机构信息

Department of Vascular Surgery, Hospital of Antibes Juan-les-Pins, Antibes, France; Université Côte d'Azur, CNRS, UMR7370, LP2M, Nice, France; Fédération Hospitalo-Universitaire (FHU) Plan & Go, Nice, France.

Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, the Netherlands.

出版信息

Eur J Vasc Endovasc Surg. 2025 Apr;69(4):599-600. doi: 10.1016/j.ejvs.2024.10.029. Epub 2024 Oct 22.

DOI:10.1016/j.ejvs.2024.10.029

PMID:39442612

Abstract

摘要

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Behind a Random Forest, a Brighter Future for Patients with Abdominal Aortic Aneurysm?在随机森林算法背后，腹主动脉瘤患者会迎来更光明的未来吗？

Eur J Vasc Endovasc Surg. 2025 Apr;69(4):599-600. doi: 10.1016/j.ejvs.2024.10.029. Epub 2024 Oct 22.

The long-term outcomes of open and endovascular repair for abdominal aortic aneurysm: A meta-analysis.开放手术和血管内修复治疗腹主动脉瘤的长期结果：一项荟萃分析。

Asian J Surg. 2019 Oct;42(10):899-906. doi: 10.1016/j.asjsur.2019.01.014. Epub 2019 Mar 23.

Results of open pararenal abdominal aortic aneurysm repair: single centre series and pooled analysis of literature.开放性肾旁腹主动脉瘤修复术的结果：单中心系列研究及文献汇总分析

Vascular. 2017 Jun;25(3):234-241. doi: 10.1177/1708538116665268. Epub 2016 Aug 26.

Long-term Outcomes Associated With Open vs Endovascular Abdominal Aortic Aneurysm Repair in a Medicare-Matched Database.在 Medicare 匹配数据库中，与开放手术和血管内修复腹主动脉瘤相关的长期结果。

JAMA Netw Open. 2022 May 2;5(5):e2212081. doi: 10.1001/jamanetworkopen.2022.12081.

Outcomes of elective open surgical repair or fenestrated endovascular aneurysm repair for juxtarenal abdominal aortic aneurysms in Sweden.瑞典择期开放手术修复或开窗血管内动脉瘤修复肾下腹部主动脉瘤的结果。

Br J Surg. 2024 Oct 30;111(11). doi: 10.1093/bjs/znae279.

Five-year results of endovascular aortic repair used according to instructions for use give a good general outcome for abdominal aortic aneurysm.按照使用说明进行的血管内主动脉修复五年结果显示，腹主动脉瘤总体预后良好。

SAGE Open Med. 2019 May 23;7:2050312119853434. doi: 10.1177/2050312119853434. eCollection 2019.

Outcomes of open and endovascular repair of inflammatory abdominal aortic aneurysms.炎症性腹主动脉瘤开放修复术和血管腔内修复术的疗效

Vascular. 2018 Apr;26(2):203-208. doi: 10.1177/1708538117728865. Epub 2017 Aug 25.

The association of simple renal cysts with abdominal aortic aneurysms and their impact on renal function after endovascular aneurysm repair.单纯性肾囊肿与腹主动脉瘤的关联及其对血管腔内动脉瘤修复术后肾功能的影响。

Vascular. 2016 Apr;24(2):150-6. doi: 10.1177/1708538115586917. Epub 2015 May 12.

Open abdominal aortic aneurysm repair is still necessary in an era of advanced endovascular repair.在先进的血管腔内修复时代，开放腹主动脉瘤修复术仍然是必要的。

J Vasc Surg. 2016 Aug;64(2):333-337. doi: 10.1016/j.jvs.2016.02.027. Epub 2016 May 13.

Single-center experience with simultaneous thoracic endovascular aortic repair and abdominal endovascular aneurysm repair.同期胸主动脉腔内修复术与腹主动脉瘤腔内修复术的单中心经验

Vascular. 2017 Apr;25(2):157-162. doi: 10.1177/1708538116651020. Epub 2016 Jul 9.

引用本文的文献

Machine Learning-Based Random Forest to Predict 3-Year Survival after Endovascular Aneurysm Repair.基于机器学习的随机森林用于预测血管内动脉瘤修复术后3年生存率

Ann Thorac Cardiovasc Surg. 2025;31(1). doi: 10.5761/atcs.oa.25-00036.

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Behind a Random Forest, a Brighter Future for Patients with Abdominal Aortic Aneurysm?

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