Developing a predictive model for breast cancer detection using radiomics-based mammography and machine learning

Abstract Background This study focuses on classifying benign and malignant breast lesions in mammography images using BI-RADS, combining ten feature selection and classification methods to improve diagnostic accuracy. These advanced techniques aim to overcome current challenges in breast cancer diag...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Aida Karami, Seyed Masoud Rezaeijo, Azim Motamedfar, Baharak Shahin, Pedram Nazari, Mohsen Cheki
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	SpringerOpen 2025-09-01
Цуврал:	The Egyptian Journal of Radiology and Nuclear Medicine
Нөхцлүүд:	Breast cancer Machine learning Radiomics Mammography
Онлайн хандалт:	https://doi.org/10.1186/s43055-025-01588-w
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!