Publications and patents
@patent{system-and-method,
System and method for providing advanced neuron-level vulnerability analysis in neural network-based models
US 18/902,050 (US20250119445A1), 2025
@article{explainable-classification-of,
Explainable classification of seizures and other patterns of harmful brain activity in critically ill patients
Bulletin of Electrical Engineering and Informatics, 15(4), pp. 3365–3374, 2026-08
@article{generative-adversarial-networks,
Generative adversarial networks based adaptive modulation and coding for next-generation 5G communication systems
Discover Applied Sciences 7, 91, 2025-01
@article{issues-and-challenges,
Issues and challenges in security and privacy with e-Healthcare: a thorough literature analysis
Internet of Things enabled Machine Learning for Biomedical Applications, pp. 222–247, 2025
@article{blockchain-based-iot,
Blockchain-based IoT computing services in medical healthcare solutions: a thorough review
Applying Internet of Things and Blockchain in Smart Cities, IGI Global, pp. 171–208, 2024-08
@article{generative-ai-revolution,
Generative AI revolution: shaping the future of healthcare innovation
Revolutionizing the Healthcare Sector with AI, IGI Global, pp. 341–364, 2024-06
@article{generative-adversarial-networks,
Generative adversarial networks: a game changer
Handbook of Research on Machine Learning-Enabled IoT for Smart Applications Across Industries, IGI Global, pp. 67–83, 2023-06
@article{early-renaissance-art,
Early Renaissance art generation using deep convolutional generative adversarial networks
9th ICACCS, Coimbatore, pp. 1287–1293, 2023-03