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Author

Muhammad Rakha

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Conference Jul 2026

Transfer Learning with ResNet50 for Breast Cancer Classification in Ultrasound Images

Breast cancer remains a predominant cause of mortality among women, highlighting the importance of accurate early detection. Mammography can be hampered by breast density and radiation exposure, while ultrasound is safer and more accessible. However, ultrasound images have speckle noise, low contrast, and often blurred...

Gena Darma, Made Naradeon, Handika Pramesta et al. · 0 citations
Conference Jul 2026

Explainable Lightweight Deep Learning with Grad-CAM for Breast Cancer USG Classification

Breast cancer is still one of the most common cancers worldwide, with about 2.26 million new cases in 2020. Ultrasound (USG) images are an important screening method because they are non-invasive and affordable. However, USG images often have speckle noise and low contrast, which can make diagnosis less consistent. Whi...

Muhammad Bintang Prajudha, Ihab Hasanain Akmal, Ardhian Calwa Nugraha et al. · 0 citations

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