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Anamika, Kumari and Sridevi, S. and Kavitha, S.J and Mohammadul Hassan, A (2026) Automated Identification of Crop Disease Using Deep Neural Network with Proximal Policy Optimization Technique. In: International Conference on Innovations in Engineering and Next-Generation Technologies for Sustainability (ICINVENTS), 08/11/2026, Coimbatore, India.

Saistha, N and Sridevi, S. (2025) Deep Learning-Driven Expiry Date Recognition on Medicine Bottles via YOLOv8 Segmentation and Multi-Stage Image Denoising. International Journal of Electrical and Electronics Research (IJEER), 13 (4). pp. 920-931. ISSN 2347-470X

Kavitha, S.J and Sridevi, S. (2025) Optimizing breast cancer classification with EGERIA and reinforcement learning. Biomedical Signal Processing and Control, 109. p. 108014. ISSN 17468094

Kavitha, S.J and Sridevi, S. and Wilfred Blessing, N R (2026) Medical Image Segmentation Using Triple Cross-Attention Graph Agnostic Multi Scale U-Net. In: International Conference on Innovations in Engineering and Next-Generation Technologies for Sustainability (ICINVENTS), 08/11/2026, Coimbatore, India.

N.Kavitha, N.Kavitha and S.Sridevi, S.Sridevi (2025) Optimized Deep Learning Architecture for Precise Segmentation and Early Diagnosis of Diabetic Retinopathy. In: 2025 International Conference on Next Generation Computing Systems (ICNGCS), 21-22 August 2025, Coimbatore, India.

Kavitha, N. and Sridevi, S. (2026) OPU-NET-DADENA: Optimized deep learning ensemble with u-net segmentation for early detection of diabetic retinopathy. Microvascular Research, 165. p. 104923. ISSN 00262862

Kavitha, N. and Sridevi, S. (2024) Early Detection Of Diabetic Retinopathy Using Optimized Deep Learning Framework. In: International conference on engineering and technology, 26/11/2024 to 27/11/2024, Coimbatore, India.

Senthil, G.A. and Nanthini Priya, R and Sridevi, S. and Prabu, S. and Parkavi, K. (2025) A Novel Revolutionizing Approach Sustainable Smart Education Practices for Autism Spectrum Disorder Kids Using Virtual Reality. In: International Conference on Information Technology and Intelligence, 13-15 October 2024, Andaman & Nicobar, India.

Senthil, G.A. and Prabha, R and Sridevi, S. and Rohini, A. (2025) Artificial Intelligence: Advanced Mathematical Constructs and Theoretical Framework in Machine Learning and Deep Learning Algorithms. In: International Conference on Optimization Techniques in the Field of Engineering, 15 November 2024.

Hemavathi, P V and Sridevi, S (2026) Microscopic Image-Based TB Detection Using an Enhanced Bi-LSTM Model Optimized by Firefly Algorithm. Microscopic Image-Based TB Detection Using as Enhanced Bi-LSTM Model Optimized by Firefly Algorithm, 16 (688): 87. pp. 688-692. ISSN 5s,2026

Kalpana, R and Sridevi, S (2026) A Post-Quantum Cryptography and Machine Learning-Driven Framework for Securing Blockchain-Based Supply Chain. A Post-Quantum Cryptography and Machine Learning-Driven Framework for Securing Blockchain-Based Supply Chain, 16 (4): 4. pp. 30-43. ISSN 09754415