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Author

V. Chakravarthy

2 papers indexed here

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Open access Jul 2026

A Dual-Stage CNN–Transformer Hybrid Network for Robust Feature Representation in Mammography and Ultrasound-Based Cancer Detection

Experimental results show that the proposed hybrid network outperforms the state-of-the-art CNN-only and transformer-only models in terms of the sensitivity, specificity, and overall diagnostic accuracy, and suggest the promise of dual-stage hybrid systems for improving computer-aided diagnosis systems and assisting cl...

M. U. Ur Rahman, V. Chakravarthy, N. Sarika et al. · 0 citations
Open access Aug 2026

Enhancing Energy Efficiency in Cloud DataCenters through Deformable Graph ConvolutionalNetwork-Aware Virtual Machine Placement withHybrid Swarm Bipolar Walk-Spread Optimization

Results show that the proposed method dramatically 27 KW lowers power consumption, improves 98% resource usage and 180 kg CO₂ decreases carbon emissions, compared to conventional VM placement techniques.

Viji Vinod, V. Chakravarthy, N. Jayashri et al. · 0 citations

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