Exploring the impact of image restoration in simulating higher dose mammography : effects on the detectability of microcalcifications across different sizes using model observer analysis
Purpose: Breast cancer is one of the leading causes of cancer-related deaths among women, and digital mammography plays a key role in screening and early detection. The radiation dose on mammographic exams directly influences image quality and radiologists’ performance. We evaluate the impact of an image restoration pipeline—designed to simulate higher dose acquisitions—on the detectability of mic
