Prediction of Heart Disease and Heart Failure Using Ensemble Machine Learning Models

Author:

Al Maruf Abdullah,Golder Aditi,Al Numan Abdullah,Haque Md. Mahmudul,Aung ZeyarORCID

Publisher

Springer Nature Singapore

Reference51 articles.

1. Al-Shayea QK (2011) Artificial neural networks in medical diagnosis. Int J Comput Sci Issues 8(2):150–154

2. Alaa AM, Bolton T, Di Angelantonio E, Rudd JH, Van der Schaar M (2019) Cardiovascular disease risk prediction using automated machine learning: a prospective study of 423,604 UK Biobank participants. PLOS ONE 14(5):e0213653

3. Amin MS, Chiam YK, Varathan KD (2019) Identification of significant features and data mining techniques in predicting heart disease. Telematics Inform 36:82–93

4. Ananey-Obiri D, Sarku E (2020) Predicting the presence of heart diseases using comparative data mining and machine learning algorithms. Int J Comput Appl 176(11):17–21

5. Andreotti F, et al (2020) Prediction of the onset of cardiovascular diseases from electronic health records using multi-task gated recurrent units. arXiv preprint arXiv:2007.08491

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