Mammographic image quality

Improving the reliability of mammographic image classification: a service development study

Published on March 1, 2026

Mammographic image quality

Breast screening uses mammography to detect any small changes1 that could indicate the presence of a cancer. However, to detect such small changes, images must be of a high standard2, which is largely reliant on mammographers utilising precise positioning techniques3 – inadequate positioning has the potential to lead to false negative and false positive outcomes4. Thus, several National Breast Training Centres (NBTCs) are operational across England to provide the necessary specialist mammography training5.

Former NHS Breast Screening Programme (NHSBSP) publications employed the image classification scoring known as ‘PGMI’ (perfect, good, moderate, inadequate) to facilitate the audit of mammographic image quality2. However, PGMI and similar image quality assessments are frequently prone to inter-operator variability and subjectivity, and demonstrate poor reliability6. Therefore, the NHSBSP subsequently removed PGMI from its guidance for mammographers, replacing it with...

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