M. Murugappan

44 papers B 1Journal 42Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel deep learning approach with feature injection technique for automated gait detection in parkinson's disease using multi-modal data.
Int. J. Data Sci. Anal.
Faizul Rakib Sayem, Mosabber Uddin Ahmed, Hanan Khalil, Shona Pedersen, Mohamed Sultan Bin Mohamed Ali, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2026 J jnl
Alignment-Aware and Reliability-Gated Multimodal Fusion for Unmanned Aerial Vehicle Detection Across Heterogeneous Thermal-Visual Sensors.
CoRR
Ishrat Jahan, Molla E. Majid, M. Murugappan, Muhammad E. H. Chowdhury, N. B. Prakash, Saad Bin Abul Kashem, Balamurugan Balusamy, Amith Khandakar
2026 J jnl
ResTANet: A Deep Residual Neural Architecture for Tamil Handwritten Character Recognition.
IEEE Access
Hariharan Periyasamy, Sasikaladevi Natarajan, M. Murugappan, Muhammad E. H. Chowdhury
2026 J jnl
Toward Effective Sarcasm Detection in Social Media: A Review of Artificial Intelligence-Based Automated Approaches.
Expert Syst. J. Knowl. Eng.
Eishita Sharma, Naveen Kumar Gondhi, M. Murugappan, Ganesh Naik, Lavanya Murugan
2025 J jnl
A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition.
IEEE Access
Hanif Heidari, M. Murugappan, Javeed Shaikh-Mohammed, Muhammad E. H. Chowdhury
2025 J jnl
A novel classical machine learning framework for early sepsis prediction using electronic health record data from ICU patients.
Comput. Biol. Medicine
Johayra Prithula, Khandaker Reajul Islam, Jaya Kumar, Toh Leong Tan, Mamun Bin Ibne Reaz, Tawsifur Rahman, Susu M. Zughaier, Muhammad Salman Khan, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
CASR-Net: An Image Processing-focused Deep Learning-based Coronary Artery Segmentation and Refinement Network for X-ray Coronary Angiogram.
CoRR
Alvee Hassan, Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Md Sakib Abrar Hossain, Sakib Mahmud, Abdulrahman Alqahtani, Sohaib Bassam Zoghoul, Amith Khandakar, Susu M. Zughaier, Somaya Al-Máadeed, Anwarul Hasan
2025 J jnl
CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data.
CoRR
Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data.
Health Inf. Sci. Syst.
Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification.
IEEE Access
Rajendra Babu Chikkala, Chinta Anuradha, Patnala S. R. Chandra Murty, S. Rajeswari, N. Rajeswaran, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
Multicentered Data Based Polyp Detection Using Colonoscopy Images Using DNN.
Int. J. Imaging Syst. Technol.
Abdus Salam, Moajjem Hossain Chowdhury, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
Randomization-Driven Hybrid Deep Learning for Diabetic Retinopathy Detection.
IEEE Access
A. M. Mutawa, G. R. Hemalakshmi, N. B. Prakash, M. Murugappan
2025 J jnl
YOLO-DefXpert: An Advanced Defect Detection on PCB Surfaces Using Improved YOLOv11 Algorithm.
IEEE Access
Prabu Selvam, R. Rajasekar, C. Gunasundari, S. Janu Priya, M. Murugappan, Muhammad E. H. Chowdhury
2025 J jnl
YOLO-SAIL: Attention-Enhanced YOLOv5 With Optimized Bi-FPN for Ship Target Detection in SAR Images.
IEEE Access
Prabu Selvam, P. Shanmuga Sundari, M. Tamilselvi, T. Suresh, M. Murugappan, Muhammad E. H. Chowdhury
2024 J jnl
A Machine Learning Framework for Classroom EEG Recording Classification: Unveiling Learning-Style Patterns.
Algorithms
Yuvaraj Rajamanickam, Shivam Chadha, A. Amalin Prince, M. Murugappan, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury
2024 J jnl
Assessing the Effects of Music on Anxiety and Performance in Tasks Using Heart Rate Variability and Mean Arterial Pressure.
IEEE Access
M. Nithya Mylakumar, B. Geethanjali, Jagannath Mohan, Raamanarayanan AnanthaNarayanan, M. Murugappan, Muhammad E. H. Chowdhury
2024 J jnl
Automated Colorectal Polyps Detection from Endoscopic Images using MultiResUNet Framework with Attention Guided Segmentation.
Hum. Centric Intell. Syst.
Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani, M. Murugappan
2024 J jnl
Automated Recognition of Teacher and Student Activities in the Classroom: A Deep Learning Framework.
IEEE Access
Yuvaraj Rajamanickam, A. Amalin Prince, M. Murugappan
2024 J jnl
Automated retinal disease classification using hybrid transformer model (SViT) using optical coherence tomography images.
Neural Comput. Appl.
G. R. Hemalakshmi, M. Murugappan, Mohamed Yacin Sikkandar, Sabarunisha Begum Sheik, N. B. Prakash
2024 J jnl
Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization.
Cogn. Comput.
Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Ahmed Aqel, Maymouna Ezzuddin, Syed Mahfuzur Rahman, Amith Khandakar, Sanzida Akter, Rashad Alfkey, Anwarul Hasan
2024 J jnl
Embedded System-Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model.
Int. J. Imaging Syst. Technol.
Abdus Salam, S. M. Nahid Hasan, Md. Jawadul Karim, Shamim Anower, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, M. Murugappan
2024 J jnl
GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults.
IEEE Access
Proma Dutta, Kanchon Kanti Podder, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Amith Khandakar, Nasser Al-Emadi, Moajjem Hossain Chowdhury, M. Murugappan, Mohamed Arselene Ayari, Sakib Mahmud, S. M. Muyeen
2024 J jnl
LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams.
Biomed. Signal Process. Control.
Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Seyed Mehdi Rakhtala, M. Murugappan, Sakib Mahmud, Md Nazmul Islam Shuzan, Ahmad Ashrif A. Bakar, Mohd Ibrahim Bin Shapiai, Muhammad Salman Khan, Amith Khandakar
2024 J jnl
Verification of the Fourier-enhanced 3D finite element Poisson solver of the gyrokinetic full-f code PICLS.
Comput. Phys. Commun.
Annika Stier, Alberto Bottino, M. Boesl, Martin Campos Pinto, Thomas Hayward-Schneider, David Coster, A. Bergmann, M. Murugappan, Stephan Brunner, Laurent Villard, Frank Jenko
2024 J jnl
WBC-KICNet: knowledge-infused convolutional neural network for white blood cell classification.
Mach. Learn. Sci. Technol.
Jeneessha P, Balasubramanian Vinoth Kumar, M. Murugappan
2023 J jnl
A decision support system for automated diagnosis of Parkinson's disease from EEG using FAWT and entropy features.
Biomed. Signal Process. Control.
Parikha Chawla, Shashi B. Rana, Hardeep Kaur, Kuldeep Singh, Yuvaraj Rajamanickam, M. Murugappan
2023 J jnl
Automated semantic lung segmentation in chest CT images using deep neural network.
Neural Comput. Appl.
M. Murugappan, Ali K. Bourisly, N. B. Prakash, M. G. Sumithra, U. Rajendra Acharya
2022 J jnl
Design, Implementation, and Performance Evaluation of a Fiber Bragg Gratings(FBG) based Smart Insole to Measure Plantar Pressure and Temperature.
CoRR
Sakib Mahmud, Amith Khandakar, Muhammad Enamul Hoque Chowdhury, Mohammed AbdulMoniem, Mamun Bin Ibne Reaz, Zaid Bin Mahbub, Kishor Kumar Sadasivuni, M. Murugappan, Mohammed Alhatou
2022 J jnl
EEG-based emotion charting for Parkinson's disease patients using Convolutional Recurrent Neural Networks and cross dataset learning.
Comput. Biol. Medicine
Muhammad Najam Dar, Muhammad Usman Akram, Yuvaraj Rajamanickam, Sajid Gul Khawaja, M. Murugappan
2022 J jnl
NFU-Net: An Automated Framework for the Detection of Neurotrophic Foot Ulcer Using Deep Convolutional Neural Network.
Neural Process. Lett.
Chandran Venkatesan, M. G. Sumithra, M. Murugappan
2022 J jnl
Pattern Descriptors Orientation and MAP Firefly Algorithm Based Brain Pathology Classification Using Hybridized Machine Learning Algorithm.
IEEE Access
Bharathi Deepa, M. Murugappan, M. G. Sumithra, Mufti Mahmud, Mabrook S. Al-Rakhami
2020 J jnl
A deep learning approach for Parkinson's disease diagnosis from EEG signals.
Neural Comput. Appl.
Shu Lih Oh, Yuki Hagiwara, U. Raghavendra, Yuvaraj Rajamanickam, Arunkumar N., M. Murugappan, U. Rajendra Acharya
2019 J jnl
Nipple Segmentation and Localization Using Modified U-Net on Breast Ultrasound Images.
J. Medical Imaging Health Informatics
Zhemin Zhuang, Alex Noel Joseph Raj, Atyant Jain, Ruban Nersisson, Saksham Chaurasia, Nan Li, M. Lakshmanan, M. Murugappan
2017 J jnl
Implementation of wavelet packet transform and non linear analysis for emotion classification in stroke patient using brain signals.
Biomed. Signal Process. Control.
Siao Zheng Bong, Wan Khairunizam, M. Murugappan, Norlinah Mohamed Ibrahim, Yuvaraj Rajamanickam, Khairiyah Mohamad
2015 J jnl
Physiological signal based detection of driver hypovigilance using higher order spectra.
Expert Syst. Appl.
Arun Sahayadhas, Kenneth Sundaraj, M. Murugappan, Rajkumar Palaniappan
2014 J jnl
Detection of emotions in Parkinson's disease using higher order spectral features from brain's electrical activity.
Biomed. Signal Process. Control.
Yuvaraj Rajamanickam, M. Murugappan, Norlinah Mohamed Ibrahim, Kenneth Sundaraj, Mohd Omar, Khairiyah Mohamad, Rajkumar Palaniappan
2014 J jnl
Electrocardiogram-based emotion recognition system using empirical mode decomposition and discrete Fourier transform.
Expert Syst. J. Knowl. Eng.
S. Jerritta, M. Murugappan, Wan Khairunizam, Sazali Yaacob
2014 J jnl
Hospital nurse following robot: hardware development and sensor integration.
Int. J. Medical Eng. Informatics
Bukhari Ilias, R. Nagarajan, M. Murugappan, Khaled Helmy, Awang Sabri Awang Omar, Muhammad Asyraf Abdul Rahman
2013 J jnl
Development of EEG data acquisition device by using single board computer.
Int. J. Medical Eng. Informatics
Mousa Kathim Wali, M. Murugappan, R. Badlishah Ahmmad
2013 B conf
Emotion Detection from QRS Complex of ECG Signals Using Hurst Exponent for Different Age Groups.
ACII
S. Jerritta, M. Murugappan, Wan Khairunizam, Sazali Yaacob
2013 J jnl
Methods and approaches on inferring human emotional stress changes through physiological signals: a review.
Int. J. Medical Eng. Informatics
Siao Zheng Bong, M. Murugappan, Sazali Yaacob
2012 J jnl
Detecting Driver Drowsiness Based on Sensors: A Review.
Sensors
Arun Sahayadhas, Kenneth Sundaraj, M. Murugappan
2011 — conf
ECG signals based mental stress assessment using wavelet transform.
ICCSCE
P. Karthikeyan, M. Murugappan, Sazali Yaacob
2009 J jnl
An investigation on visual and audiovisual stimulus based emotion recognition using EEG.
Int. J. Medical Eng. Informatics
M. Murugappan, Mohd Rizon Bin Mohammed Juhari, Nagarajan Ramachandran, Sazali Yaacob