Synthetic Mammography: Benefits, Drawbacks, and Pitfalls.
Sona A ChikarmaneLily R OffitCatherine S GiessPublished in: Radiographics : a review publication of the Radiological Society of North America, Inc (2023)
Digital breast tomosynthesis (DBT) allows three-dimensional assessment of breast tissue; however, DBT requires a two-dimensional (2D) image for comparison with prior mammograms and accurate interpretation of calcifications. Traditionally, full-field digital mammography (FFDM) has been performed after the DBT image acquisition. Synthetic mammography (SM), the 2D reconstruction of the tomosynthesis slice dataset, has been designed to replace FFDM. Advantages of SM include decreased image acquisition time and decreased radiation exposure, with maintained or improved screening performance metrics. Because SM algorithms give extra weight to lesion-like characteristics (eg, calcifications and architectural distortions), they may enable increased visibility of these characteristics relative to that at FFDM. Although SM algorithms were designed to improve lesion identification, they have led to varied outcomes in studies reported in the literature. Compared with FFDM, SM has been reported to be associated with a higher false-positive rate for calcifications, decreased conspicuity of asymmetries, lower breast density assessments, and imaging artifacts (eg, metallic artifact, bright-band artifact, blurring of the axilla, and truncation artifact). The authors review the literature on SM, including its implementation, benefits, and artifacts. © RSNA, 2023 Quiz questions for this article are available through the Online Learning Center.
Keyphrases
- image quality
- deep learning
- computed tomography
- dual energy
- machine learning
- high resolution
- systematic review
- contrast enhanced
- healthcare
- magnetic resonance imaging
- physical activity
- metabolic syndrome
- radiation therapy
- weight loss
- early stage
- squamous cell carcinoma
- adipose tissue
- photodynamic therapy
- type diabetes
- neoadjuvant chemotherapy
- sentinel lymph node
- body weight
- insulin resistance
- skeletal muscle
- glycemic control