Predictive Modeling for Ischemic Stroke Using Machine Learning

Author:

Kalyanasundaram P.,Prakash Kumar P. S.,Madhusudhanan K.,Sivakumar M.,Kumaresan R.

Publisher

Springer Nature Switzerland

Reference26 articles.

1. Bonna, A., Rajbongshi, A., Sazzad, S., Shakil, R., Biswas, J., Sara, U.: A machine learning approach to detect the brain stroke disease. In: 2022 4th International Conference on Smart Systems and Inventive Technology (ICSSIT) (2022)

2. Boukobza, M., Nahmani, S., Deschamps, L., Laissy, J.-P.: Brain abscess complicating ischemic embolic stroke in a patient with cardiac papillary fibroelastoma – case report and literature review. J. Clin. Neurosci. 66, 277–279 (2019). https://doi.org/10.1016/j.jocn.2019.03.041

3. Convertino, V.A., et al.: Use of advanced machine-learning techniques for noninvasive monitoring of hemorrhage. J. Trauma 71(1 Suppl), S25-32 (2011)

4. Emon, M.U., Keya, M.S., Meghla, T.I., Rahman, M.M., Mamun, S.A., Kaiser, M.S.: Performance analysis of machine learning approaches in stroke prediction. In: 2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA). IEEE (2020). https://doi.org/10.1109/iceca49313.2020.9297525

5. Ho, K.C., Speier, W., El-Saden, S., Arnold, C.W.: Classifying acute ischemic stroke onset time using deep imaging features. AMIA Annual Symposium Proceedings/AMIA Symposium. AMIA Symposium 2017, 892–901 (2017)

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