An Exhaustive Study on Deep Neural Network-based Prediction of Heart Diseases and its Interpretations

Cardiovascular disease prediction is important in day-to-day life. A tool to diagnose cardiovascular diseases an Electrocardiogram (ECG), which records electrical activities happening the heart through a wave. determination made by checking wave changes ECG. Predicting and diagnosing requires domain expertise like cardiologists/physicians. Deep Neural Network techniques extract features accurately automatically predict type of disease. This article lists different types cardiac disorders, parallelly interpretations all are discussed manually identify type; segmentation leads, pre-trained models, detection from ECG image. Finally, this challenges predicting diseases, solutions some given.