Development and validation of outcome prediction model for reperfusion therapy in acute ischemic stroke using nomogram and machine learning
Author:
Funder
National High Level Hospital Clinical Research Funding
Publisher
Springer Science and Business Media LLC
Subject
Psychiatry and Mental health,Neurology (clinical),Dermatology,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s10072-024-07329-7.pdf
Reference47 articles.
1. Martinez R, Lloyd-Sherlock P, Soliz P, Ebrahim S, Vega E, Ordunez P et al (2020) Trends in premature avertable mortality from non-communicable diseases for 195 countries and territories, 1990–2017: a population-based study. Lancet Glob Health 8(4):e511–e523. https://doi.org/10.1016/S2214-109X(20)30035-8
2. Fan J, Li X, Yu X, Liu Z, Jiang Y, Fang Y et al (2023) Global burden, risk factor analysis, and prediction study of ischemic stroke, 1990–2030. Neurology 101(2):e137–e150. https://doi.org/10.1212/WNL.0000000000207387
3. Wang CJ, Gu HQ, Zong LX, Zhang XM, Zhou Q, Jiang Y et al (2023) Effectiveness of a quality improvement intervention on reperfusion treatment for patients with acute ischemic stroke: a Stepped-Wedge Cluster Randomized Clinical Trial. JAMA Netw Open 6(6):e2316465. https://doi.org/10.1001/jamanetworkopen.2023.16465
4. Nie X, Leng X, Miao Z, Fisher M, Liu L (2023) Clinically ineffective reperfusion after endovascular therapy in acute ischemic stroke. Stroke 54(3):873–881. https://doi.org/10.1161/STROKEAHA.122.038466
5. Saqqur M, Tsivgoulis G, Molina CA, Demchuk AM, Siddiqui M, Alvarez-Sabín J et al (2008) Symptomatic intracerebral hemorrhage and recanalization after IV rt-PA: a multicenter study. Neurology 71(17):1304–1312. https://doi.org/10.1212/01.wnl.0000313936.15842.0d
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