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Author

K. P.

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Open access Aug 2026

A Dual-Stage Deep Lesion Segmentation Framework with Gradient and Boundary Optimization for Diabetic Retinopathy Retinal Images

Diabetic Retinopathy (DR) is a leading global cause of preventable blindness, and the early detection and precise segmentation of pathologies play a key role in clinical decisions in this disease. Conventional deep learning models, however, suffer from the problem of weak lesion boundaries, gradient inconsistency, and...

Malathi P, Dhinakaran D, J. S. et al. · 0 citations
Open access Jul 2026

Adaptive Attention-Driven ALEXIS Framework for High-Precision ECG Signal Classification

The results demonstrate that the proposed ALEXIS framework effectively captures complementary spectral, temporal, and morphological ECG characteristics, providing accurate and interpretable ECG abnormality classification while establishing a strong foundation for future validation using inter-patient evaluation protoco...

Nandakumar P, Kotteeswaran C, S. S et al. · 0 citations
Open access Aug 2026

Emerging Trends in Electrical Engineering: Integrating Smart Grid Technologies, Automation, and Artificial Intelligence for Sustainable Power Systems

The findings demonstrate that AI-driven stability prediction can support automated monitoring, early instability detection, and sustainable smart grid decision-making.

K. P., Vinay Raj R, Patel Manish Pravinchandra et al. · 0 citations

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