Items where Author is "Murugappan, M."

Article

Sumon, Md. Shaheenur Islam and Islam, Md. Sakib Bin and Rahman, Md. Sohanur and Hossain, Md. Sakib Abrar and Khandakar, Amith and Hasan, Anwarul and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data. Health Information Science and Systems, 13 (1). ISSN 2047-2501

Ezeddin, Maymouna and Chowdhury, Moajjem Hossain and Khandakar, Amith and Faisal, Md. Ahasan Atick and Gonzales, Antonio and Hossain, Md. Sakib Abrar and Murugappan, M. and Naik, Ganesh R. and Chowdhury, Muhammad E. H. (2025) Oscillometric blood pressure estimation using machine learning-based mapping of waveform features. Biomedical Engineering Letters. ISSN 2093-9868

Salam, Abdus and Chowdhury, Moajjem Hossain and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) Multicentered Data Based Polyp Detection Using Colonoscopy Images Using DNN. International Journal of Imaging Systems and Technology, 35 (4). ISSN 0899-9457

Kabir, Saidul and Sarmun, Rusab and Al Saady, Rafif Mahmood and Vranic, Semir and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) Automating Prostate Cancer Grading: A Novel Deep Learning Framework for Automatic Prostate Cancer Grade Assessment using Classification and Segmentation. Journal of Imaging Informatics in Medicine. ISSN 2948-2933

Mutawa, A.M. and Rajesh Kumar, Korupalli V. and K, Hemachandran and Murugappan, M. (2025) Using artificial intelligence to predict the next deceptive movement based on video sequence analysis: A case study on a professional cricket player's movements. Journal of Engineering Research. ISSN 23071877

Prithula, Johayra and Islam, Khandaker Reajul and Kumar, Jaya and Tan, Toh Leong and Reaz, Mamun Bin Ibne and Rahman, Tawsifur and Zughaier, Susu M. and Khan, Muhammad Salman and Murugappan, M. and Chowdhury, Muhammad E.H. (2025) A novel classical machine learning framework for early sepsis prediction using electronic health record data from ICU patients. Computers in Biology and Medicine, 184. p. 109284. ISSN 00104825

Chikkala, Rajendra Babu and Anuradha, Chinta and Chandra Murty, Patnala S. R. and Rajeswari, S. and Rajeswaran, N. and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification. IEEE Access, 13. pp. 41682-41707. ISSN 2169-3536

Heidari, Hanif and Murugappan, M. and Shaikh-Mohammed, Javeed and Chowdhury, Muhammad E. H. (2025) A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition. IEEE Access, 13. pp. 75089-75103. ISSN 2169-3536

Mutawa, A. M. and Hemalakshmi, G. R. and Prakash, N. B. and Murugappan, M. (2025) Randomization-Driven Hybrid Deep Learning for Diabetic Retinopathy Detection. IEEE Access, 13. pp. 38901-38913. ISSN 2169-3536

Selvam, Prabu and Rajasekar, R. and Gunasundari, C. and Janu Priya, S. and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) YOLO-DefXpert: An Advanced Defect Detection on PCB Surfaces Using Improved YOLOv11 Algorithm. IEEE Access, 13. pp. 143085-143101. ISSN 2169-3536

Selvam, Prabu and Shanmuga Sundari, P. and Tamilselvi, M. and Suresh, T. and Murugappan, M. and Chowdhury, Muhammad E. H. (2025) YOLO-SAIL: Attention-Enhanced YOLOv5 With Optimized Bi-FPN for Ship Target Detection in SAR Images. IEEE Access, 13. pp. 29523-29540. ISSN 2169-3536

Shuzan, Md Nazmul Islam and Chowdhury, Moajjem Hossain and Alam, Saadia Binte and Reaz, Mamun Bin Ibne and Khan, Muhammad Salman and Murugappan, M. and Chowdhury, Muhammad E. H. (2024) PPG2RespNet: a deep learning model for respirational signal synthesis and monitoring from photoplethysmography (PPG) signal. Physical and Engineering Sciences in Medicine, 47 (4). pp. 1705-1722. ISSN 2662-4729

Salam, Abdus and Hasan, S. M. Nahid and Karim, Md. Jawadul and Anower, Shamim and Nahiduzzaman, Md and Chowdhury, Muhammad E. H. and Murugappan, M. (2024) Embedded System‐Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model. International Journal of Imaging Systems and Technology, 34 (6). ISSN 0899-9457

Yuvaraj, Rajamanickam and Chadha, Shivam and Prince, A. Amalin and Murugappan, M. and Islam, Md. Sakib Bin and Sumon, Md. Shaheenur Islam and Chowdhury, Muhammad E. H. (2024) A Machine Learning Framework for Classroom EEG Recording Classification: Unveiling Learning-Style Patterns. Algorithms, 17 (11). p. 503. ISSN 1999-4893

Hemalakshmi, G. R. and Murugappan, M. and Sikkandar, Mohamed Yacin and Santhi, D. and Prakash, N. B. and Mohanarathinam, A. (2024) PE-Ynet: a novel attention-based multi-task model for pulmonary embolism detection using CT pulmonary angiography (CTPA) scan images. Physical and Engineering Sciences in Medicine, 47 (3). pp. 863-880. ISSN 2662-4729

Martis, Jason Elroy and M S, Sannidhan and R, Balasubramani and Mutawa, A. M. and Murugappan, M. (2024) Novel Hybrid Quantum Architecture-Based Lung Cancer Detection Using Chest Radiograph and Computerized Tomography Images. Bioengineering, 11 (8). p. 799. ISSN 2306-5354

Hemalakshmi, G. R. and Murugappan, M. and Sikkandar, Mohamed Yacin and Begum, S. Sabarunisha and Prakash, N. B. (2024) Automated retinal disease classification using hybrid transformer model (SViT) using optical coherence tomography images. Neural Computing and Applications, 36 (16). pp. 9171-9188. ISSN 0941-0643

Chowdhury, Farhana Ahmed and Hosain, Md Kamal and Bin Islam, Md Sakib and Hossain, Md Shafayet and Basak, Promit and Mahmud, Sakib and Murugappan, M. and Chowdhury, Muhammad E.H. (2024) ECG waveform generation from radar signals: A deep learning perspective. Computers in Biology and Medicine, 176. p. 108555. ISSN 00104825

Jain, Vaibhav and Rakshe, Chetan Tanaji and Sengar, Sandeep Singh and Murugappan, M. and Ronickom, Jac Fredo Agastinose (2024) Age- and Severity-Specific Deep Learning Models for Autism Spectrum Disorder Classification Using Functional Connectivity Measures. Arabian Journal for Science and Engineering, 49 (5). pp. 6847-6865. ISSN 2193-567X

Sarmun, Rusab and Chowdhury, Muhammad E. H. and Murugappan, M. and Aqel, Ahmed and Ezzuddin, Maymouna and Rahman, Syed Mahfuzur and Khandakar, Amith and Akter, Sanzida and Alfkey, Rashad and Hasan, Anwarul (2024) Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization. Cognitive Computation, 16 (3). pp. 1413-1431. ISSN 1866-9956

Nithya Mylakumar, M. and Geethanjali, B. and Mohan, Jagannath and AnanthaNarayanan, Raamanarayanan and Murugappan, M. and Chowdhury, Muhammad E. H. (2024) Assessing the Effects of Music on Anxiety and Performance in Tasks Using Heart Rate Variability and Mean Arterial Pressure. IEEE Access, 12. pp. 143823-143841. ISSN 2169-3536

Dutta, Proma and Kanti Podder, Kanchon and Islam Sumon, Md. Shaheenur and Chowdhury, Muhammad E. H. and Khandakar, Amith and Al-Emadi, Nasser and Hossain Chowdhury, Moajjem and Murugappan, M. and Arselene Ayari, Mohamed and Mahmud, Sakib and Muyeen, S. M. (2024) GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults. IEEE Access, 12. pp. 188755-188765. ISSN 2169-3536

Yuvaraj, Rajamanickam and Amalin Prince, A. and Murugappan, M. (2024) An automated recognition of teacher and student activities in the classroom environment: A deep learning framework. IEEE Access. p. 1. ISSN 2169-3536

Sankari, V. M. Raja and Snekhalatha, U. and Murugappan, M. and Chowdhury, Muhammad E. H. and Chamkha, Zeinab A. (2023) Artificial Intelligence-Based Hearing Loss Detection Using Acoustic Threshold and Speech Perception Level. Arabian Journal for Science and Engineering, 48 (11). pp. 14883-14899. ISSN 2193-567X

Khan, Muntakim Mahmud and Chowdhury, Muhammad E. H. and Arefin, A. S. M. Shamsul and Podder, Kanchon Kanti and Hossain, Md. Sakib Abrar and Alqahtani, Abdulrahman and Murugappan, M. and Khandakar, Amith and Mushtak, Adam and Nahiduzzaman, Md. (2023) A Deep Learning-Based Automatic Segmentation and 3D Visualization Technique for Intracranial Hemorrhage Detection Using Computed Tomography Images. Diagnostics, 13 (15). p. 2537. ISSN 2075-4418

Murugappan, M. and Bourisly, Ali K. and Prakash, N. B. and Sumithra, M. G. and Acharya, U. Rajendra (2023) Automated semantic lung segmentation in chest CT images using deep neural network. Neural Computing and Applications, 35 (21). pp. 15343-15364. ISSN 0941-0643

Yuvaraj, Rajamanickam and Baranwal, Arapan and Prince, A. Amalin and Murugappan, M. and Mohammed, Javeed Shaikh (2023) Emotion Recognition from Spatio-Temporal Representation of EEG Signals via 3D-CNN with Ensemble Learning Techniques. Brain Sciences, 13 (4). p. 685. ISSN 2076-3425

Chawla, Parikha and Rana, Shashi B. and Kaur, Hardeep and Singh, Kuldeep and Yuvaraj, Rajamanickam and Murugappan, M. (2023) A decision support system for automated diagnosis of Parkinson’s disease from EEG using FAWT and entropy features. Biomedical Signal Processing and Control, 79. p. 104116. ISSN 17468094

Peratchiammal, M. and Prakash, N. B. and Murugappan, M. and Vigneshwaran, B. and Bakrutheen, M. (2022) Statistical Reliability Analysis on Flashover Characteristics of Ceramic Disc Insulator and Polymeric Insulators. Arabian Journal for Science and Engineering, 47 (11). pp. 14627-14639. ISSN 2193-567X

Murugappan, M. and Prakash, N.B. and Jeya, R. and Mohanarathinam, A. and Hemalakshmi, G.R. and Mahmud, Mufti (2022) A novel few-shot classification framework for diabetic retinopathy detection and grading. Measurement, 200. p. 111485. ISSN 02632241

Anandhi, B. and Jerritta, Selvaraj and Murugappan, M. and Das, Himangshu and Anusuya, Gurusamy (2021) Performance Analysis of Wavelet Transform in the Removal of Baseline Wandering from ECG Signals in Children with Autism Spectrum Disorder (ASD). Performance Analysis of Wavelet Transform in the Removal of Baseline Wandering from ECG Signals in Children with Autism Spectrum Disorder (ASD). pp. 885-897.

Murugappan, M. and Murugesan, L. and Jerritta, S. and Adeli, Hojjat (2021) Sudden Cardiac Arrest (SCA) Prediction Using ECG Morphological Features. Arabian Journal for Science and Engineering, 46 (2). pp. 947-961. ISSN 2193-567X

Conference or Workshop Item

Jerritta, S and Murugappan, M. and Manasa, D and Gayathri, R (2022) Discrete Wavelet Transform based Pain Assessment using Multiple Physiological Signals. In: 2022 First International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), Trichy, India.

Jerritta, S and Murugappan, M. and Bharathi, A and Vidhya, R and Rajagopal, Ranjana and Hara, Sudhan S Hari (2022) Facial Geometrical Features based Pain Assessment using KNN and Regression Tree Classifiers. In: 2022 First International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), Trichy, India.

Book

Krishnan, Saravanan and Murugappan, M. (2023) Internet of Drones: Applications, Opportunities, and Challenges. CRC Press, Boca Raton. ISBN 9781003252085