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Author

T. Gandhi

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Oct 2026

Self-Attention Guided Two-Stream Graph Convolutional Network for Improved Multilabel Retinal Disease Diagnosis

Retinal disorders are the leading cause of partial and permanent vision loss across the globe, making early diagnosis and timely intervention paramount for effective treatment planning. Recent deep learning methods for retinal disease diagnosis from fundus images acquired using optical imaging sensors primarily focus o...

Jatin, Moordhan Songade, Deepak Ranjan Nayak et al. · 0 citations
Review Aug 2026

Bayesian-Optimized Superpixel-GrabCut for Traceable Optic Disc Segmentation

A fully algorithmically traceable and trainable segmentation pipeline that jointly combines superpixel decomposition, hybrid brightness-proximity superpixel scoring, morphological regularization, iterative GrabCut refinement, and elliptical shape fitting is presented.

Shraddha Changune, Vivek Noel Soren, Gautam Das et al. · 0 citations
Review Jul 2026

Large Language Model: Future of Healthcare Research With Challenges

The integration of Large Language Models (LLMs) into healthcare is poised to revolutionize various aspects of medical practice, including clinical decision‐making, patient care, and medical research. This review explores the applications of LLMs such as ChatGPT‐3, ChatGPT‐4, and BERT in healthcare, focusing on their...

Md Belal Bin Heyat, A. Rehman, H. M. Zeeshan et al. · 0 citations

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