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Rocky KumarAuthor Profile

Sabarmati University, Ahmedabad

1Publications
1Years Active
1Collaborators
-Citations

Publications by Rocky Kumar

1 publication in IJRRETAS • Active 2024–2024

2024 (1)

Comparative Evaluation of BiLSTM, ResNet-1D, and Transformer Architectures for Automated ECG Arrhythmia Classification

with Patil Manish Madhukar

02 Nov 2024 • Volume 10, Issue 11 • pp. 9-24

Cardiovascular disease remains a leading cause of global mortality, and continuous electrocardiogram (ECG) monitoring through wearable devices offers a practical pathway for the early detection of life-threatening arrhythmias. This study presents a controlled, comparative evaluation of three deep learning architectu...

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Research Topics

  • ECG classification
  • deep learning
  • BiLSTM
  • ResNet-1D
  • Transformer
  • SMOTE
  • wearable monitoring
  • arrhythmia detection

Collaborators