Artificial-intelligence-enhanced synthetic thick slabs versus standard slices in digital breast tomosynthesis.


Journal

The British journal of radiology
ISSN: 1748-880X
Titre abrégé: Br J Radiol
Pays: England
ID NLM: 0373125

Informations de publication

Date de publication:
01 Apr 2023
Historique:
medline: 25 4 2023
pubmed: 28 3 2023
entrez: 27 3 2023
Statut: ppublish

Résumé

Digital breast tomosynthesis (DBT) can provide additional information over mammography, albeit at the cost of prolonged reading time. This study retrospectively investigated the impact of reading enhanced synthetic 6 mm slabs instead of standard 1 mm slices on interpretation time and readers performance in a diagnostic assessment centre. Three radiologists (R1-3; 6/4/2 years of breast imaging experience) reviewed 111 diagnostic DBT examinations. Two datasets were interpreted independently for each patient, with one set containing artificial-intelligence-enhanced synthetic 6 mm slabs with 3 mm overlap, while the other set comprised standard 1 mm slices. Blinded to histology and follow-up, readers noted individual BIRADS categories and diagnostic confidence while reading time was recorded. Among the 111 examinations, 70 findings were histopathologically correlated including 56 malignancies. No significant difference was found between BIRADS categories assigned based on 6 mm Artificial-intelligence-enhanced synthetic 6 mm slabs allow for substantial interpretation time reduction in diagnostic DBT without a decrease in reader accuracy. A simplified slab-only protocol instead of 1 mm slices may offset the higher reading time without a loss of diagnosis-relevant image information in first and second readings. Further evaluations are required regarding workflow implications, particularly in screening settings.

Identifiants

pubmed: 36972100
doi: 10.1259/bjr.20220967
pmc: PMC10161903
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

20220967

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Auteurs

Stephanie Tina Sauer (ST)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Sara Aniki Christner (SA)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Philipp Josef Kuhl (PJ)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Andreas Steven Kunz (AS)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Henner Huflage (H)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Karsten Sebastian Luetkens (KS)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Tanja Schlaiß (T)

Department of Obstetrics and Gynaecology, University Hospital Würzburg, Josef-Schneider-Straße , Würzburg, Germany.

Thorsten Alexander Bley (TA)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

Jan-Peter Grunz (JP)

Department of Diagnostic and Interventional Radiology, University Hospital Würzburg, OberdürrbacherStraße, Würzburg, Germany.

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Classifications MeSH