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  1. VITAL-DR: Vision transformer adaptive learning for diabetes retinopathy (DR) detection and classification from fundus image

    Article • Biomedical Signal Processing and Control, September 2026, Elsevier

    Dr Rakesh Kumar Mahendran

  2. HEAL-LLMF: A hierarchical explainable AI framework using LLM fusion for multi-modal and personalized healthcare decision making

    Article • Information Systems, August 2026, Elsevier

    Dr Rakesh Kumar Mahendran

  3. C2DEEP-OT: Utilizing Multi-Agent Deep Reinforcement Learning Algorithm and Optimized Attentive Transformer Network for Cervical Cancer Detection

    Article • Information Sciences, May 2026, Elsevier

    Dr Rakesh Kumar Mahendran

  4. Tri-STANet: An advanced framework integrating dual axis transformer and morphological encoding for enhanced AS detection

    Article • Expert Systems with Applications, February 2026, Elsevier

    Dr Rakesh Kumar Mahendran

  5. EEG-SymNet: multi-channel EEG signal-based schizophrenia diagnosis using channel recalibration and symmetric spatial temporal transformer network

    Article • Engineering Science and Technology an International Journal, September 2025, Elsevier

    Dr Rakesh Kumar Mahendran

  6. Fed-IoMT-Block: A Privacy-Preserving Framework for Secure Federated Learning in Consumer-Centric Internet of Medical Things

    Article • IEEE Transactions on Consumer Electronics, August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  7. STIL-Net: A Hybrid Spatio-Textural Integrated Network for Classifying Lumbar Disc Diseases Using the Lumbar Spine MR Images

    Article • August 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  8. VSMI2 ${\text{VSMI}}^{\mathbf{2}}$‐PANet: Versatile Scale‐Malleable Image Integration and Patch Wise Attention Network With Transformer for Lung Tumour Segmentation Using Multi‐Modal Imaging Techniques

    Article • CAAI Transactions on Intelligence Technology, July 2025, the Institution of Engineering and Technology (the IET)

    Dr Rakesh Kumar Mahendran

  9. Multi-Modal Fusion and Transformer-Enhanced Learning for Real-Time Continuous Sign Language Recognition

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  10. Privacy-Aware Secure Data Auditing for Cloud-Based Intelligence of Things Environment

    Article • IEEE Internet of Things Journal, June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Joel J. P. C. Rodrigues, Dr Rakesh Kumar Mahendran

  11. AI-Powered Hybrid Recommendation System for E-Commerce

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  12. MedHub – LLM-based Healthcare System

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  13. A Machine Learning Framework for Compiler Optimizations

    Article • May 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  14. Medify-AI based LLM Based Healthcare System

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  15. PancreasNet: A Transformer-Based Progressive Residual Network for Comprehensive Pancreatic Cancer Detection using CT Images

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  16. COP-Detect: An End-to-End Transformer based Enhanced Colon Polyp Detection and Segmentation Framework Using Colonoscopy Images

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  17. DST-M2D: A Dualistic-Series Transformer Framework for Major Depressive Disorder Analysis Using Multimodal MRI Data

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  18. Continuous Sign Language Recognition and Translation Using Deep Learning Approach

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  19. Tri‐M2MT: Multi‐modalities based effective acute bilirubin encephalopathy diagnosis through multi‐transformer using neonatal Magnetic Resonance Imaging

    Article • CAAI Transactions on Intelligence Technology, February 2025, the Institution of Engineering and Technology (the IET)

    Dr Rakesh Kumar Mahendran

  20. XAI-RACapsNet: Relevance aware capsule network-based breast cancer detection using mammography images via explainability O-net ROI segmentation

    Article • Expert Systems with Applications, February 2025, Elsevier

    Dr Rakesh Kumar Mahendran

  21. AI-Driven Dynamic Allocation and Management Optimization for EV Charging Stations

    Article • IEEE Transactions on Intelligent Transportation Systems, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  22. Elderly Fall Detection Model for Patient Care Using Improvised CNN

    Article • January 2025, Springer Science + Business Media

    Dr Rakesh Kumar Mahendran

  23. AD-OCT: An Early Alzheimer Disease Detection Method via OCT Images using Advanced Feature Extraction and Clustering Techniques

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  24. A Machne Learning Framework for Compiler Optimizations

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  25. HiAt-Net: A Novel Three-Layered Encoder-Decoder with Hierarchical Attention for Classifying Cervical Cancer with Cytology Images

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  26. Multi-scale GC-T2: Automated region of interest assisted skin cancer detection using multi-scale graph convolution and tri-movement based attention mechanism

    Article • Biomedical Signal Processing and Control, September 2024, Elsevier

    Dr Rakesh Kumar Mahendran

  27. EvauleBlock: Evaluating Answers in E-Learning Applications with Enhanced Security and Intelligence through DRL and Blockchain Integration

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  28. E2FP-Net: Elevated Fusion Feature Pyramid Network for Alzheimer Detection

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  29. 3DSC2-UNet: Advancing Breast Cancer Segmentation Techniques Using the 3D Skipped Convolution Capsule-UNet

    Article • July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  30. Deep Learning for Crop Disease Detection using YOLOv8

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  31. Multimodal Fusion for Brain Medical Image Segmentation using MMSegNet

    Article • June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  32. Deep Transfer Learning Based Diagnosis of Multiple Neurodegenerative Disorders

    Article • March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  33. Multi-Modal Visual Features Perception Technology for Internet of Vehicles (IoV)

    Article • March 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  34. A Novel Constructive Unceasement Conditional Random Field and Dynamic Bayesian Network Model for Attack Prediction on Internet of Vehicle

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  35. Dual-3DM3AD: Mixed Transformer Based Semantic Segmentation and Triplet Pre-Processing for Early Multi-Class Alzheimer’s Diagnosis

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Rakesh Kumar Mahendran

  36. Brain–Computer Interface: The HOL–SSA Decomposition and Two-Phase Classification on the HGD EEG Data

    Article • Diagnostics, September 2023, MDPI AG

    Dr Rakesh Kumar Mahendran

  37. D 2 PAM : Epileptic seizures prediction using adversarial deep dual patch attention mechanism

    Article • CAAI Transactions on Intelligence Technology, July 2023, the Institution of Engineering and Technology (the IET)

    Dr Rakesh Kumar Mahendran

  38. Optimization-Driven Machine Learning Approach for the Prediction of Hydrochar Properties from Municipal Solid Waste

    Article • Sustainability, March 2023, MDPI AG

    Dr Rakesh Kumar Mahendran

  39. Two‐phase classification: ANN and A‐SVM classifiers on motor imagery BCI

    Article • Asian Journal of Control, December 2022, Wiley

    Dr Rakesh Kumar Mahendran

  40. Classification of EEG Using Adaptive SVM Classifier with CSP and Online Recursive Independent Component Analysis

    Article • Sensors, October 2022, MDPI AG

    Dr Rakesh Kumar Mahendran

  41. Maintaining Effective Node Chain Connectivity in the Network with Transmission Power of Self-Arranged AdHoc Routing in Cluster Scenario

    Article • Electronics, August 2022, MDPI AG

    Dr Rakesh Kumar Mahendran

  42. Artifact Removal from EEG signals using Regenerative Multi-Dimensional Singular Value Decomposition and Independent Component Analysis

    Article • Biomedical Signal Processing and Control, April 2022, Elsevier

    Dr Rakesh Kumar Mahendran

  43. Federated Learning for Privacy-Preserved Medical Internet of Things

    Article • Intelligent Automation & Soft Computing, January 2022, Computers, Materials and Continua (Tech Science Press)

    Dr Rakesh Kumar Mahendran

  44. Unmanned Aerial Vehicles (UAV) in Precision Agriculture: Applications and Challenges

    Article • Energies, December 2021, MDPI AG

    Dr Rakesh Kumar Mahendran

  45. An efficient epileptic seizure detection based on tunable Q-wavelet transform and DCVAE-stacked Bi-LSTM model using electroencephalogram

    Article • The European Physical Journal Special Topics, December 2021, Springer Science + Business Media

    Dr Rakesh Kumar Mahendran

  46. Deep Learning Based Adaptive Recurrent Neural Network for Detection of Myocardial Infarction

    Article • Journal of Medical Imaging and Health Informatics, December 2021, American Scientific Publishers

    Dr Rakesh Kumar Mahendran

  47. An energy-efficient centralized dynamic time scheduling for internet of healthcare things

    Article • Measurement, December 2021, Elsevier

    Dr Rakesh Kumar Mahendran

  48. Security and Privacy Issues in Medical Internet of Things: Overview, Countermeasures, Challenges and Future Directions

    Article • Sustainability, October 2021, MDPI AG

    Dr Rakesh Kumar Mahendran

  49. Design of Lighting Intelligent Control System Based on OpenCV Image Processing Technology

    Article • International Journal of Uncertainty Fuzziness and Knowledge-Based Systems, March 2021, World Scientific Pub Co Pte Lt

    Dr Rakesh Kumar Mahendran

  50. Analysis and evaluation of the regional air quality index forecasting based on web-text sentiment analysis method

    Article • Environmental Impact Assessment Review, March 2021, Elsevier

    Dr Rakesh Kumar Mahendran

  51. Cyber Attacks Evaluation Targeting Internet Facing IoT: An Experimental Evaluation

    Article • January 2021, American Scientific Publishing Group

    Dr Rakesh Kumar Mahendran

  52. An efficient priority‐based convolutional auto‐encoder approach for electrocardiogram signal compression in Internet of Things based healthcare system

    Article • Transactions on Emerging Telecommunications Technologies, September 2020, Wiley

    Dr Rakesh Kumar Mahendran

  53. Internet of underground things ‐ assisted performance evaluation for underbalanced drilling telemetry systems

    Article • Transactions on Emerging Telecommunications Technologies, August 2020, Wiley

    Dr Rakesh Kumar Mahendran

  54. Procuring Cooperative Intelligence in Autonomous Vehicles for Object Detection through Data Fusion Approach

    Article • IET Intelligent Transport Systems, April 2020, the Institution of Engineering and Technology (the IET)

    seifedine kadry, Newlin Rajkumar, Dr Rakesh Kumar Mahendran

  55. A secure fuzzy extractor based biometric key authentication scheme for body sensor network in Internet of Medical Things

    Article • Computer Communications, March 2020, Elsevier

    Dr Rakesh Kumar Mahendran