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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Detalles Bibliográficos
Autores principales: Hossain, Shahed, Azam, Sami, Montaha, Sidratul, Karim, Asif, Chowa, Sadia Sultana, Mondol, Chaity, Zahid Hasan, Md, Jonkman, Mirjam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598544/
https://www.ncbi.nlm.nih.gov/pubmed/37885728
http://dx.doi.org/10.1016/j.heliyon.2023.e21369

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10598544/
https://www.ncbi.nlm.nih.gov/pubmed/37885728
http://dx.doi.org/10.1016/j.heliyon.2023.e21369

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