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Year : 2026

AI-Aided Detection and Classification of Auricular Deformities in New Borns

Cite this Research Publication : Ampolu Venkata Anil Kumar, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, AI-Aided Detection and Classification of Auricular Deformities in New Borns, Studies in Big Data, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-21009-8_9

Publisher : Springer Nature Switzerland

Year : 2026

A Robust Deep Learning Framework for Auricular Deformities Detection and Diagnosis Using Region Proposal Based Cropping and Explainable AI

Cite this Research Publication : Ampolu Venkata Anil Kumar, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, A Robust Deep Learning Framework for Auricular Deformities Detection and Diagnosis Using Region Proposal Based Cropping and Explainable AI, Studies in Big Data, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-21009-8_4

Publisher : Springer Nature Switzerland

Year : 2026

Transformation of EEG Signal to Image for Deep Learning Based Stage-Wise Classification of Alzheimer

Cite this Research Publication : L. Srividhya, Sasidharan Divya, V. Sowmya, Ravi Vinayakumar, E. A. Gopalakrishnan, Transformation of EEG Signal to Image for Deep Learning Based Stage-Wise Classification of Alzheimer, Studies in Big Data, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-21009-8_3

Publisher : Springer Nature Switzerland

Year : 2025

Pediatric Dental Disease Detection Using X-Ray Image Enhancements and Deep Learning Algorithms

Cite this Research Publication : K. Jaidev, M. Vignesh, R. Raveena, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, Pediatric Dental Disease Detection Using X-Ray Image Enhancements and Deep Learning Algorithms, Springer Series in Reliability Engineering, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98728-1_5

Publisher : Springer Nature Switzerland

Year : 2025

Analyzing the Effect of Eyes Open and Eyes Closed States on EEG in Parkinson’s Disease with ON and OFF Medication

Cite this Research Publication : R. Megha, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, Analyzing the Effect of Eyes Open and Eyes Closed States on EEG in Parkinson’s Disease with ON and OFF Medication, Springer Series in Reliability Engineering, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98728-1_7

Publisher : Springer Nature Switzerland

Year : 2025

Lightweight Generative Model for Synthetic Biomedical Images with Enhanced Quality

Cite this Research Publication : T. Taruneshwaran, Sanjay Chidambaram, Parthvi Manoj, S. Sakthi Swaroopan, Sasidharan Divya, V. Sowmya, Vinayakumar Ravi, Lightweight Generative Model for Synthetic Biomedical Images with Enhanced Quality, Springer Series in Reliability Engineering, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98728-1_4

Publisher : Springer Nature Switzerland

Year : 2025

Deep Learning Model for Decoding Subcortical Brain Activity from Simultaneous EEG-FMRI Multi-modal Data

Cite this Research Publication : Akash Sasikumar, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, Deep Learning Model for Decoding Subcortical Brain Activity from Simultaneous EEG-FMRI Multi-modal Data, Springer Series in Reliability Engineering, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-031-98728-1_9

Publisher : Springer Nature Switzerland

Year : 2024

Chaotic Complexity Determination of Surface EMG Signals

Cite this Research Publication : Sasidharan, D., Kavyamol, K., Subramanian, S., Venugopal, G. (2024). "Chaotic Complexity Determination of Surface EMG Signals," In: Kumar, D., Sahoo, V., Mandal, A.K., Shukla, K.K. (eds) Advances in Applied Mechanics. INCAM 2022. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-97-0472-9_43.

Publisher : Springer Nature Singapore

Year : 2021

Analysis of Motorcycle Rider’s Posture Using sEMG Signals

Cite this Research Publication : Aiswarya Varghese, K. B. Akshaya, S. Akshay Prakash, S. Sreehari, Divya Sasidharan, G. Venugopal, Analysis of Motorcycle Rider’s Posture Using sEMG Signals, Lecture Notes in Electrical Engineering, Springer Singapore, 2021, https://doi.org/10.1007/978-981-16-0336-5_39

Publisher : Springer Singapore

Year : 2026

Machine Learning Based Emotion Detection using Multimodal Signal Fusion Approaches

Cite this Research Publication : Arya Palackal Shijish, Kritika A., Meenakshy S., Riya Rajeev, Divya Sasidharan, Machine Learning Based Emotion Detection using Multimodal Signal Fusion Approaches, 2026 2nd International Conference on Cognitive Computing in Engineering, Communications, Sciences and Biomedical Health Informatics (IC3ECSBHI), IEEE, 2026, https://doi.org/10.1109/ic3ecsbhi67834.2026.11468918

Publisher : IEEE

Year : 2026

Interpretable Diabetic Foot Ulcer Classification Through EfficientNet Architectures with Grad-CAM

Cite this Research Publication : S Harsshitha, P Vaishnavi, K Dharshini, R Esha, Divya Sasidharan, Interpretable Diabetic Foot Ulcer Classification Through EfficientNet Architectures with Grad-CAM, 2026 Twelfth International Conference on Bio Signals, Images, and Instrumentation (ICBSII), IEEE, 2026, https://doi.org/10.1109/icbsii69710.2026.11478839

Publisher : IEEE

Year : 2025

Intelligent Modulation Scheme Selection for Software Defined Radio in Dynamic Environments

Cite this Research Publication : Neha R. Menon, Srikrishna Karthikey, A.P. Dhruv, Nandu Manoj, Divya Sasidharan, Ashik Suresh, J. Jaisooraj, Intelligent Modulation Scheme Selection for Software Defined Radio in Dynamic Environments, 2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN), IEEE, 2025, https://doi.org/10.1109/cicn67655.2025.11367868

Publisher : IEEE

Year : 2023

Surface Electromyography Based Muscle Fiber Type Analysis Using Fractal Dimensions

Cite this Research Publication : Prasad R Menon, Divya Sasidharan, Venugopal G, “Surface Electromyography Based Muscle Fiber Type Analysis Using Fractal Dimensions” First International Conference on “Intelligent Solutions for Emergency Support and Disaster Management, ISERDM, 9-11 January 2023, NIT Trichy, India

Year : 2023

Non-invasive Analysis of Fiber Type Composition in Lower Limb Skeletal Muscles Using Reduced Interference Rihaczek Distribution

Cite this Research Publication : Remya R Nair, Divya Sasidharan, Venugopal G, Non-invasive Analysis of Fiber Type Composition in Lower Limb Skeletal Muscles Using Reduced Interference Rihaczek Distribution, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), IEEE, 2023, https://doi.org/10.1109/embc40787.2023.10340311

Publisher : IEEE

Year : 2022

Analysis of Surface Electromyography Signals Under Fatiguing Conditions Using Fuzzy Recurrence Plot and GLCM Features

Cite this Research Publication : Divya Sasidharan, Venugopal G, (2022). “Analysis of Surface Electromyography Signals Under Fatiguing Conditions Using Fuzzy Recurrence Plot and GLCM Features”. 22nd International Conference on Mechanics in Medicine and Biology (ICMMB), 19-21 September 2022 Bologna, Italy

Publisher : 22nd International Conference on Mechanics in Medicine and Biology (ICMMB)

Year : 2022

Muscle Fatigue Analysis by Visualization of Dynamic Surface EMG Signals Using Markov Transition Field

Cite this Research Publication : D. Sasidharan, V. G and S. Ramakrishnan, "Muscle Fatigue Analysis by Visualization of Dynamic Surface EMG Signals Using Markov Transition Field," 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022, pp. 3611-3614, doi: 10.1109/EMBC48229.2022.9871981, 11-15 July 2022, Glasgow, Scotland, United Kingdom.

Publisher : IEEE

Year : 2020

Analysis of Surface EMG Signals under Fatigue Conditions using Sum of Sines Models

Cite this Research Publication : Divya Sasidharan, G Venugopal, Analysis of Surface EMG Signals under Fatigue Conditions using Sum of Sines Models, 2020 International Conference on Communication and Signal Processing (ICCSP), IEEE, 2020, https://doi.org/10.1109/iccsp48568.2020.9182049

Publisher : IEEE

Year : 2025

Similarity measure for intuitionistic fuzzy sets and its applications in pattern recognition and multimodal medical image fusion

Cite this Research Publication : Anjali Patel, Deepa Gupta, E. A. Gopalakrishnan, Divya Sasidharan, V. Sowmya, Mohammed Zakariah, Abdulaziz S. Almazyad, Similarity measure for intuitionistic fuzzy sets and its applications in pattern recognition and multimodal medical image fusion, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-07831-8

Publisher : Springer Science and Business Media LLC

Year : 2025

Efficient feature extraction using light-weight CNN attention-based deep learning architectures for ultrasound fetal plane classification

Cite this Research Publication : Arrun Sivasubramanian, Divya Sasidharan, V. Sowmya, Vinayakumar Ravi, Efficient feature extraction using light-weight CNN attention-based deep learning architectures for ultrasound fetal plane classification, Physical and Engineering Sciences in Medicine, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s13246-025-01566-6

Publisher : Springer Science and Business Media LLC

Year : 2025

Significance of gender, brain region and EEG band complexity analysis for Parkinson’s disease classification using recurrence plots and machine learning algorithms

Cite this Research Publication : Divya Sasidharan, V. Sowmya, E. A. Gopalakrishnan, Significance of gender, brain region and EEG band complexity analysis for Parkinson’s disease classification using recurrence plots and machine learning algorithms, Physical and Engineering Sciences in Medicine, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s13246-025-01521-5

Publisher : Springer Science and Business Media LLC

Year : 2024

Analysis of induced dynamic biceps EMG signal complexity using Markov transition networks

Cite this Research Publication : G. Venugopal, Divya Sasidharan, Ramakrishnan Swaminathan, Analysis of induced dynamic biceps EMG signal complexity using Markov transition networks, Biomedical Engineering Letters, Springer Science and Business Media LLC, 2024, https://doi.org/10.1007/s13534-024-00372-5

Publisher : Springer Science and Business Media LLC

Year : 2023

Surface Electromyography Based Assessment of Muscle Fatigue Using Time Series Images and Gray Level Co-occurence Matrix Features

Cite this Research Publication : Divya Sasidharan, Venugopal G and Ramakrishnan S, “Surface Electromyography Based Assessment of Muscle Fatigue Using Time Series Images and Gray Level Co-occurence Matrix Features”, Biomedical Sciences Instrumentation, Vol 59 (1) April 2023.

Publisher : Biomedical Sciences Instrumentation

Year : 2023

A Proposal to Analyze Muscle Dynamics Under Fatiguing Contractions Using Surface Electromyography Signals and Fuzzy Recurrence Network Features

Cite this Research Publication : Divya Sasidharan, Venugopal Gopinath, Ramakrishnan Swaminathan, A Proposal to Analyze Muscle Dynamics Under Fatiguing Contractions Using Surface Electromyography Signals and Fuzzy Recurrence Network Features, Fluctuation and Noise Letters, World Scientific Pub Co Pte Ltd, 2023, https://doi.org/10.1142/s0219477523500335

Publisher : World Scientific Pub Co Pte Ltd

Year : 2023

Complexity Analysis of Surface Electromyography Signals Under Fatigue Using Hjorth Parameters and Bubble Entropy

Cite this Research Publication : Divya Sasidharan, Venugopal G., Ramakrishnan Swaminathan, "Complexity Analysis of Surface Electromyography Signals Under Fatigue Using Hjorth Parameters and Bubble Entropy", Journal of Mechanics in Medicine and Biology, World Scientific Pub Co Pte Ltd, 2023, https://doi.org/10.1142/s0219519423400511

Publisher : World Scientific Pub Co Pte Ltd