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Strategies of improving lesion detection in wide-angle digital breast tomosynthesis (dbt) with angular dose distribution and detector design

  • Stony Brook University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

Cancerous masses are more conspicuous in wide-angle digital breast tomosynthesis (DBT) due to better depth resolution and tissue separation, while the detection of subtle microcalcifications (MC) is challenging. This study aims at providing guidance for a new DBT system design to enhance lesion detection through variable angular dose image acquisition and improved detector performance. Digital breast phantoms were generated, and projection images were simulated using the FDA VICTRE tool 1. Simulated masses and clusters of MC were inserted at different locations of the digital breast phantom. Projection images were simulated with 28 kVp W/Rh energy spectrum, 200 μm thick amorphous selenium (a- Se) direct active matrix flat panel imager (AMFPI), and 50° angular range with 25 views. The impact of a-Se detector performance, i.e., complementary metal-oxide-semiconductor (CMOS) active pixel sensor (APS) versus AMFPI, with different electronic noise and pixel pitches, was investigated. Even and uneven angular dose distribution schemes (ADS) were designed to test the combined effect of image acquisition setting and detector performance on lesion detection. 2D Filtered Channel observer (FCO) and 3D Channelized Hotelling observer (CHO) were employed to evaluate lesion detectability under different scenarios. The results demonstrated the improvement of direct conversion CMOS APS on the detectability of small MC clusters by reducing FSM, improving DQE at a lower dose, and improve the sharpness of reconstructed MC. The uneven dose distribution benefits the detection of MC without compromising mass detection in FBP reconstructed volumes with slice thickness filter for wide angle DBT.

Original languageEnglish
Title of host publicationMedical Imaging 2021
Subtitle of host publicationPhysics of Medical Imaging
EditorsHilde Bosmans, Wei Zhao, Lifeng Yu
PublisherSPIE
ISBN (Electronic)9781510640191
DOIs
StatePublished - 2021
EventMedical Imaging 2021: Physics of Medical Imaging - Virtual, Online, United States
Duration: Feb 15 2021Feb 19 2021

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume11595
ISSN (Print)1605-7422

Conference

ConferenceMedical Imaging 2021: Physics of Medical Imaging
Country/TerritoryUnited States
CityVirtual, Online
Period02/15/2102/19/21

Keywords

  • Angular dose distribution
  • Detector performance
  • In-silico experimental pipeline
  • Lesion detectability
  • Wide angle digital breast tomosynthesis

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