Automated breast tumor ultrasound image segmentation with hybrid UNet and classification using fine-tuned CNN model

Introduction: Breast cancer stands as the second most deadly form of cancer among women worldwide. Early diagnosis and treatment can significantly mitigate mortality rates. Purpose: The study aims to classify breast ultrasound images into benign and malignant tumors. This approach involves segmentin...

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Váldodahkkit:	Shahed Hossain, Sami Azam, Sidratul Montaha, Asif Karim, Sadia Sultana Chowa, Chaity Mondol, Md Zahid Hasan, Mirjam Jonkman
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Elsevier 2023-11-01
Ráidu:	Heliyon
Fáttát:	Image preprocessing Spatial self attention Channel self attention Hybrid attention module Image segmentation Deep learning
Liŋkkat:	http://www.sciencedirect.com/science/article/pii/S2405844023085778
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