Unravelling Heterogeneity: A Hybrid Machine Learning Approach to Predict Post-discharge Complications in Cardiothoracic Surgery
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-49011-8_24
Reference30 articles.
1. Allyn, J., Allou, N., Augustin, P., Philip, I., Martinet, O., Belghiti, M., Provenchère, S., Montravers, P., Ferdynus, C.: A comparison of a machine learning model with Euroscore II in predicting mortality after elective cardiac surgery: a decision curve analysis. Plos One 12 (2017)
2. Benedetto, U., Dimagli, A., Sinha, S., Cocomello, L., Gibbison, B., Caputo, M., Gaunt, T.R., Lyon, M., Holmes, C.C., Angelini, G.D.: Machine learning improves mortality risk prediction after cardiac surgery: systematic review and meta-analysis. J. Thorac. Cardiovasc. Surg. 163(6) (2020)
3. Bertsimas, D., Zhuo, D., Dunn, J., Levine, J., Zuccarelli, E., Smyrnakis, N., Tobota, Z., Maruszewski, B., Fragata, J., Sarris, G.E.: Adverse outcomes prediction for congenital heart surgery: a machine learning approach. World J. Pediatric Congenit. Heart Surg. 12, 453–460 (2021)
4. Breiman, L.: Random forests. Mach. Learn. 45, 5–32 (2001)
5. Campello, R.J., Moulavi, D., Sander, J.: Density-based clustering based on hierarchical density estimates. In: Advances in Knowledge Discovery and Data Mining: 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, Proceedings, Part II 17, pp. 160–172. Springer (2013)
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