M. Ramkumar

ECG Cardiac arrhythmias Classification using DWT, ICA and MLP Neural Networks

M. Ramkumar, C. Ganesh Babu, K. Vinoth Kumar et al. · Journal of Physics Conference Series · 2021 · 128 citations · Full text

Medicine, Biomedical Engineering, Cardiology +17

Auto-encoder and bidirectional long short-term memory based automated arrhythmia classification for ECG signal

M. Ramkumar, Rajat Kumar, A. Manjunathan et al. · Biomedical Signal Processing and Control · 2022 · 39 citations

Medicine, Biomedical Engineering, Cardiology +16

Multiscale Laplacian graph kernel features combined with tree deep convolutional neural network for the detection of ECG arrhythmia

M. Ramkumar, A. Lakshmi, M. Pallikonda Rajasekaran et al. · Biomedical Signal Processing and Control · 2022 · 36 citations

Medicine, Biomedical Engineering, Cardiology +16

Bidirectional gated recurrent unit with auto encoders for detecting arrhythmia using ECG data

R Sarankumar, M. Ramkumar, K. Vijaipriya et al. · Knowledge-Based Systems · 2024 · 20 citations

Medicine, Biomedical Engineering, Cardiology +16

ECG Signal Feature Extraction and SVM Classifier Based Cardiac Arrhythmia Detection

C. Venkatesan, T. Thamaraimanalan, M. Ramkumar et al. · 2023 · 15 citations

Medicine, Biomedical Engineering, Cardiology +17