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Author

A. Lakkshmanan

2 papers indexed here

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Conference Aug 2026

Signsight: An Edge-AI Based Multimodal Assistive Framework for OCR, Isolated Sign Recognition, and Scene-to-Speech Feedback

EdgeAssist is a multimodal Edge-AI Assistive Framework with integrated sign language recognition, OCRbased text extraction, scene-aware object detection and speech interaction in a single local application to support accessibility. The framework uses MediaPipe hand landmark extraction, a Random Forest hand sign recogni...

Tushar Manohar Mumbaikar, Shaik Munawar, N. C et al. · 0 citations
Conference Aug 2026

From Graph Neural Networks to Large Language Models: A Comprehensive Review of Deep Learning-Based Drug—Drug Interaction Prediction

Drug-drug interactions (DDIs) are a major cause of adverse drug reactions, therapeutic failure, hospitalization, and mortality, particularly among elderly patients and individuals receiving multiple medications (polypharmacy). The mechanisms for the development of DDIs are either through pharmacokinetic effects, such a...

Kamatchi P. M., A. Lakkshmanan · 0 citations

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