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Amol C. Adamuthe

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Aug 2026

Toward Reliable Diabetic Retinopathy Severity Assessment via Cross-Domain Retinal Representation Learning

Diabetic retinopathy (DR) is a leading cause of preventable blindness worldwide, necessitating accurate and reliable automated severity grading systems for early diagnosis and timely intervention. However, existing deep learning methods often exhibit limited lesion localization, poor cross-dataset generalization, inade...

Amol C. Adamuthe, Shilpa Bhagat, Vijay H. Kalmani · 0 citations
Review Open access Sep 2026

Sentiment-guided semantic ranking framework for aspect-aware product review summarization

The proposed SA-RMMR framework represents an efficient and interpretable approach to customer review summarization that takes into account not only semantic relevance but also product aspects, sentiment preservation, and redundant information filtering.

Vijay H. Kalmani, Amol C. Adamuthe, P. Bagane · 0 citations

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