Author

N. Sarika

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Conference Open access 2026

Vision Transformer (ViT) Based Image Recognition with Explainable AI & Self-Supervised Pretraining

One recent architecture that offers an alternative to convolutional neural networks for picture recognition is the Vision Transformer (ViT). Compared to convolutional neural networks, these designs' use of self-attention allows them to better model global context. Inefficient training data and unintelligible decision-m...

N. Sarika, Aadireddy Jyoshna, Mateen Ajmat et al. · ITM Web of Conferences · 0 citations

Open access Jul 2026

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

Breast cancer is difficult to detect early and accurately with mammography and ultrasound images that are susceptible to high anatomical variability, low contrast, and noise. To overcome these issues, a novel Dual-Stage CNN–Transformer Hybrid Network is proposed in this study, which leverages the advantages of CNN to e...

M. U. Ur Rahman, V. Chakravarthy, N. Sarika et al. · International journal of com... · 0 citations