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Ramkumar M
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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
642021
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
262021
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
162022
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
142022
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
72021
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
62021
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
62017
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
52023
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
52023
IoT-based Child Rescue System from Borewell
M Ramkumar, K Jana, J Babu, G Bharathi
2022 6th International Conference on Electronics, Communication and …, 2022
32022
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
32013
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
22023
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
22022
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
12024
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
12022
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
12019
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
12017
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
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