ECG cardiac arrhythmias classification using DWT, ICA and MLP neural networks M Ramkumar, CG Babu, KV Kumar, D Hepsiba, A Manjunathan, ... Journal of Physics: Conference Series 1831 (1), 012015, 2021 | 64 | 2021 |
A graphical user interface based heart rate monitoring process and detection of pqrst peaks from ecg signal M Ramkumar, C Ganesh Babu, A Manjunathan, S Udhayanan, ... Inventive Computation and Information Technologies: Proceedings of ICICIT …, 2021 | 26 | 2021 |
Multiscale Laplacian graph kernel features combined with tree deep convolutional neural network for the detection of ECG arrhythmia M Ramkumar, A Lakshmi, MP Rajasekaran, A Manjunathan Biomedical Signal Processing and Control 76, 103639, 2022 | 16 | 2022 |
Auto-encoder and bidirectional long short-term memory based automated arrhythmia classification for ECG signal M Ramkumar, RS Kumar, A Manjunathan, M Mathankumar, J Pauliah Biomedical Signal Processing and Control 77, 103826, 2022 | 14 | 2022 |
Ecg arrhythmia signals classification using particle swarm optimization-support vector machines optimized with independent component analysis M Ramkumar, CG Babu, GS Priyanka, RS Kumar IOP Conference Series: Materials Science and Engineering 1084 (1), 012009, 2021 | 7 | 2021 |
Determination of Cardiac Output based on Minimally Invasive Impedance Plethysmography in Various Healthy Subjects S Karthikeyani, CG Babu, M Ramkumar, RS Kumar, G Priyanka, ... Int. J. Aquat. Sci 12, 1078-1086, 2021 | 6 | 2021 |
Monitoring of heart pumping function in healthy volunteers using impedance plethysmography M Ramkumar, CG Babu 2017 2nd International Conference on Communication and Electronics Systems …, 2017 | 6 | 2017 |
Deep convolutional neural network optimized with hybrid marine predator’s and nomadic people optimization for cardiac arrhythmia classification using ECG signals M Ramkumar, A Manjunathan, D Pradeep, R Ramesh Biomedical Signal Processing and Control 86, 105157, 2023 | 5 | 2023 |
Ensemble classifier fostered detection of arrhythmia using ECG data M Ramkumar, M Alagarsamy, A Balakumar, S Pradeep Medical & Biological Engineering & Computing 61 (9), 2453-2466, 2023 | 5 | 2023 |
IoT-based Child Rescue System from Borewell M Ramkumar, K Jana, J Babu, G Bharathi 2022 6th International Conference on Electronics, Communication and …, 2022 | 3 | 2022 |
Compact Microstrip Fed Dual Band Printed Rectangular Patch Antenna for WLAN/WiMAX P Prabhu, M Ramkumar, S Pradhap, S Navin International Journal of Innovative research in Science, Engineering and …, 2013 | 3 | 2013 |
Enhanced Elman Spike Neural Network fostered intrusion detection framework for securing wireless sensor network R Sarath Kumar, P Sampath, M Ramkumar Peer-to-Peer Networking and Applications 16 (4), 1819-1833, 2023 | 2 | 2023 |
Detection and Diagnosis of Lung Cancer using Machine Learning Convolutional Neural Network Technique M Ramkumar, CG Babu, ARA Wahhab, BA Balaji, NA Chakravarthy 2022 Smart Technologies, Communication and Robotics (STCR), 1-5, 2022 | 2 | 2022 |
Brain tumor segmentation and survival time prediction using graph momentum fully convolutional network with modified Elman spike neural network SK M. Ramkumar, R. Sarath Kumar, R. Padmapriya International Journal of Imaging systems and technology, 2024 | 1 | 2024 |
Fall Detection System Using IoT M Ramkumar, K Jana, MS Jeevan Babu, VB Arunnachalam, SG Ashok Data Intelligence and Cognitive Informatics: Proceedings of ICDICI 2021, 315-323, 2022 | 1 | 2022 |
Disease Diagnosis from ECG Signals Based on Optimizing Independent Component Analysis Using Genetic Algorithm MRM RAMKUMAR, CG BABU Journal of Electrical Engineering 19 (2), 12-12, 2019 | 1 | 2019 |
A Comprehensive Analysis of Forearm Impedance Plethysmography for the Maximally Non Invasive Monitoring and Measurement of Heart Pumping Function M Ramkumar, C Babu Asian Journal of Applied Science and Technology (AJAST) 1 (2), 178-184, 2017 | 1 | 2017 |
Attention induced multi-head convolutional neural network organization with MobileNetv1 transfer learning and COVID-19 diagnosis using jellyfish search optimization process on … M Ramkumar, MS Gowtham, SS Jamaesha, M Vigenesh Biomedical Signal Processing and Control 93, 106133, 2024 | | 2024 |
Bidirectional gated recurrent unit with auto encoders for detecting arrhythmia using ECG data R Sarankumar, M Ramkumar, K Vijaipriya, R Velselvi Knowledge-Based Systems 294, 111696, 2024 | | 2024 |
Cardiac arrhythmias detection framework based on higher-order spectral distribution with deep learning S Karthikeyani, S Sasipriya, M Ramkumar Biomedical Signal Processing and Control 92, 105997, 2024 | | 2024 |