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 ISSN 2045-2322. [ 🗎 Public]. [ (✓) hoa:511 ]

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 ISSN 1746-8094. [ 🗎 Public].

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. doi:10.1007/978-981-10-9035-6_61 ISSN 1680-0737.

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. doi:10.1007/978-981-10-9035-6_61 ISSN 1680-0737. [ 🗎 Public]. [ (✓) hoa:511 ]