Nikhila Kathirisetty

A minimalist 1-lead ECG beat classification without handcrafted morphological feature extraction for inter-patient, edge-oriented diagnosis

The conventional machine learning models are relying on handcrafted feature extraction. These methods require domain expertise and increase computational cost, which limits their implementation on resource-constrained wearable edge device settings. To investigate whether ECG beat...