Application of deep learning (DL) is growing in the last years, especially in the healthcare domain. This review presents the current state of DL techniques applied to electronic health record structured data, physiological signals, and imaging modalities for the management of heart failure (HF), focusing in particular on diagnosis, prognosis, and re-hospitalization risk, to explore the level of maturity of DL in this field.
Decision Support Systems in HF based on Deep Learning Technologies. Penso M, Solbiati S, Moccia S, Caiani EG. Curr Heart Fail Rep. 2022 Feb 10.