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  • Classification of ECG signals in to 2 different Hypoxic-Ischemic Encephalopathy (HIE) grade class.
  • ResNet-18 classifier is used for this purpose.
  • Since the data set is small a k-fold cross validation method is used.
  • weight and biases library is used for benchmarking visualisation.