2020

Porumb, Mihaela (2020) Deep learning for electrocardiogram analysis applied to health monitoring applications. PhD thesis, University of Warwick.

Porumb, Mihaela, Stranges, Saverio, Pescapè, Antonio and Pecchia, Leandro (2020) Precision medicine and artificial intelligence : a pilot study on deep learning for hypoglycemic events detection based on ECG. Scientific Reports, 10 (1). 170. doi:10.1038/s41598-019-56927-5

Porumb, Mihaela, Iadanza, Ernesto, Massaro, Sebastiano and Pecchia, Leandro (2020) A convolutional neural network approach to detect congestive heart failure. Biomedical Signal Processing and Control, 55 . 101597. doi:10.1016/j.bspc.2019.101597

2019

Porumb, Mihaela, Castaldo, Rossana and Pecchia, Leandro (2019) Estimation of the Heart Rate Variability features via recurrent neural networks. In: World Congress on Medical Physics and Biomedical Engineering 2018, Prague, Czech Republic, 3-8 June 2018. Published in: IFMBE Proceedings: World Congress on Medical Physics and Biomedical Engineering 2018, 68/1 pp. 335-340. ISSN 1680-0737. doi:10.1007/978-981-10-9035-6_61

2018

Porumb, Mihaela, Castaldo, Rossana and Pecchia, Leandro (2018) Estimation of the heart rate variability features via recurrent neural networks. In: World Congress on Medical Physics and Biomedical Engineering 2018, Prague, Czech Republic, 3-8 Jun 2018. Published in: IFMBE Proceedings, 68 (1). pp. 335-340. ISBN 9789811090349. ISSN 1680-0737.