Optimized signal of calcifications in wide-angle digital breast tomosynthesis: a virtual imaging trial
Creators
- 1. CVIT, Duke University, 2424 Erwin Road, Suite 302, 27705, Durham, NC (United States)
- 2. Department of Imaging and Pathology, Division of Medical Physics, KU Leuven, Herestraat 49, 3000, Leuven (Belgium)
- 3. Department of Radiology, UZ Leuven, Herestraat 49, 3000, Leuven (Belgium)
- 4. Siemens Healthcare GmbH, Siemensstraße 1, 91301, Forchheim (Germany)
Description
Evaluate microcalcification detectability in digital breast tomosynthesis (DBT) and synthetic 2D mammography (SM) for different acquisition setups using a virtual imaging trial (VIT) approach. Medio-lateral oblique (MLO) DBT acquisitions on eight patients were performed at twice the automatic exposure controlled (AEC) dose. The noise was added to the projections to simulate a given dose trajectory. Virtual microcalcification models were added to a given projection set using an in-house VIT framework. Three setups were evaluated: (1) standard acquisition with 25 projections at AEC dose, (2) 25 projections with a convex dose distribution, and (3) sparse setup with 13 projections, every second one over the angular range. The total scan dose and angular range remained constant. DBT volume reconstruction and synthetic mammography image generation were performed using a Siemens prototype algorithm. Lesion detectability was assessed through a Jackknife-alternative free-response receiver operating characteristic (JAFROC) study with six observers. For DBT, the area under the curve (AUC) was 0.97 ± 0.01 for the standard, 0.95 ± 0.02 for the convex, and 0.89 ± 0.03 for the sparse setup. There was no significant difference between standard and convex dose distributions (p = 0.309). Sparse projections significantly reduced detectability (p = 0.001). Synthetic images had a higher AUC with the convex setup, though not significantly (p = 0.435). DBT required four times more reading time than synthetic mammography. A convex setup did not significantly improve detectability in DBT compared to the standard setup. Synthetic images exhibited a non-significant increase in detectability with the convex setup. Sparse setup significantly reduced detectability in both DBT and synthetic mammography. This virtual imaging trial study allowed the design and efficient testing of different dose distribution trajectories with real mammography images, using a dose-neutral protocol.
Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 34
- Journal Issue
- 10
- Journal Page Range
- p. 6309-6319
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 55097548
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ALGORITHMS; BIOMEDICAL RADIOGRAPHY; CALCIUM; COMPARATIVE EVALUATIONS; COMPUTERIZED SIMULATION; COMPUTERIZED TOMOGRAPHY; CONTROL; DEPOSITS; IMAGE PROCESSING; MAMMARY GLANDS; NEOPLASMS; NOISE; RADIATION DOSE DISTRIBUTIONS; RADIATION PROTECTION; TESTING
- Descriptors DEC
- ALKALINE EARTH METALS; BODY; DIAGNOSTIC TECHNIQUES; DISEASES; ELEMENTS; EVALUATION; GLANDS; MATHEMATICAL LOGIC; MEDICINE; METALS; NUCLEAR MEDICINE; ORGANS; PROCESSING; RADIOLOGY; SIMULATION; TOMOGRAPHY