Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations

Author:

Garcia-Carretero RafaelORCID,Vigil-Medina Luis,Barquero-Perez Oscar,Ramos-Lopez Javier

Publisher

Springer Science and Business Media LLC

Subject

Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)

Reference38 articles.

1. Lewington, S., Clarke, R., Qizilbash, N., Peto, R., and Collins, R., Prospective studies collaboration. Age-specific relevance of usual blood pressure to vascular mortality: A meta-analysis of individual data for one million adults in 61 prospective studies. Lancet [Internet]. 360(9349):1903–1913, 2002 Available from: https://doi.org/10.1016/S0140-6736(02)11911-8.

2. Wang, K.-L., Cheng, H.-M., Chuang, S.-Y., Spurgeon, H. A., Ting, C.-T., Lakatta, E. G. et al., Central or peripheral systolic or pulse pressure: Which best relates to target organs and future mortality? J Hypertens [Internet]. 27(3):461–467, 2009 Available from: http://europepmc.org/articles/PMC3178100.

3. Zhang, L., Wang, Z., Chen, Z., Wang, X., Tian, Y., Shao, L. et al., Central aortic systolic blood pressure exhibits advantages over brachial blood pressure measurements in chronic kidney disease risk prediction in women. Kidney Blood Press Res [Internet]. 43(4):1375–1387, 2018 Available from: https://www.karger.com/DOI/10.1159/000492952.

4. Zanchetti A, Dominiczak A, Coca A, Tsioufis C, Clement DL, Agabiti Rosei E, et al. 2018 ESC/ESH Guidelines for the management of arterial hypertension. Eur Heart J [Internet]. 2018 25;39(33):3021–104. Available from: https://doi.org/10.1093/eurheartj/ehy339

5. Willum-Hansen, T., Staessen, J. A., Torp-Pedersen, C., Rasmussen, S., Thijs, L., Ibsen, H., and Jeppesen, J., Prognostic value of aortic pulse wave velocity as index of arterial stiffness in the general population. Circulation. 113(5):664–670, 2006.

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