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M. R. Belgaum

2 papers indexed here

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Open access 2026

MAMGAT-Net: A Multimodal Graph Attention and Multi-Scale Feature Fusion Framework for Early Breast Cancer Diagnosis from Mammography and Histopathological Images

Breast cancer is one of the major causes of death among women worldwide, and timely and accurate diagnosis has proven to play a critical role in increasing breast cancer patient survival. Traditional single-modality diagnostic systems, however, tend to be unable to capture both the macro-level structural abnormalities...

M. R. Belgaum · 0 citations
Open access Jul 2026

Real-Time Mask-wearing Detection on Edge Devices via Lightweight Convolutional Neural Networks

The proposed lightweight edge vision framework addresses the limitations of existing cloud-dependent and computationally intensive face mask-wearing monitoring systems by enabling accurate, low-latency, real-time multiclass compliance detection on resource-constrained mobile and edge devices.

M. Bala, Sreelakshmi Doma, M. R. Belgaum et al. · 0 citations

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