Scalar invariant transform based deep learning framework for detecting heart failures using ECG signals

Abstract Heart diseases are leading to death across the globe. Exact detection and treatment for heart disease in its early stages could potentially save lives. Electrocardiogram (ECG) is one of the tests that take measures of heartbeat fluctuations. The deviation in the signals from the normal sinu...

Full description

Bibliographic Details
Main Authors: Manas Ranjan Prusty, Trilok Nath Pandey, Pujala Shree Lekha, Gayatri Lellapalli, Annika Gupta
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-53107-y