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Author

Ashlatha Nayak

2 papers indexed here

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Open access 2026

A Task-Aware Compression Framework for Efficient Transmission of Marine Mammal Embeddings in Bandwidth-Constrained Acoustic Networks

Real-time passive acoustic monitoring is fundamentally limited by the constraints of underwater telemetry. Acoustic modems typically provide bandwidths of only tens to hundreds of bits per second, which are insufficient for transmitting the high-dimensional acoustic data generated by monitoring systems in real time. Mo...

Avanish Money Srivats, Ashlatha Nayak · 0 citations
Review Open access Sep 2026

Independent evaluation of machine learning and deep learning models for breast cancer detection

Breast cancer is one of the leading causes of cancer-related mortality worldwide, and despite advances in clinical diagnosis, challenges such as inconclusive imaging results and inter-observer variability highlight the need for complementary computational approaches to support early and accurate detection. In this stud...

Deepthi, Ashlatha Nayak, Rani Oomman Panicker · 0 citations

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