Towards visual-search model observers for mass detection in breast tomosynthesis

BA Lau, M Das, HC Gifford - Medical Imaging 2013: Physics of …, 2013 - spiedigitallibrary.org
We are investigating human-observer models that perform clinically realistic detection and
localization tasks as a means of making reliable assessments of digital breast tomosynthesis …

Mass detection in breast tomosynthesis and digital mammography: a model observer study

C Castella, M Ruschin, MP Eckstein… - Medical Imaging …, 2009 - spiedigitallibrary.org
In this study, we adapt and apply model observers within the framework of realistic detection
tasks in breast tomosynthesis (BT). We use images consisting of realistic masses digitally …

Comparison of model-observer and human-observer performance for breast tomosynthesis: effect of reconstruction and acquisition parameters

M Das, HC Gifford - Medical Imaging 2011: Physics of Medical …, 2011 - spiedigitallibrary.org
The problem of optimizing the acquisition and reconstruction parameters for breast-cancer
detection with digital breast tomosynthesis (DBT) is becoming increasingly important due to …

Optimizing breast-tomosynthesis acquisition parameters with scanning model observers

HC Gifford, CS Didier, M Das… - Medical Imaging 2008 …, 2008 - spiedigitallibrary.org
In breast tomosynthesis (BT), multiple x-ray projections obtained over a limited angular span
are reconstructed to produce a three-dimensional (3D) volume. This 3D imagery can lead to …

Development of model observers applied to 3D breast tomosynthesis microcalcifications and masses

I Diaz, P Timberg, S Zhang, C Abbey… - Medical Imaging …, 2011 - spiedigitallibrary.org
The development of model observers for mimicking human detection strategies has followed
from symmetric signals in simple noise to increasingly complex backgrounds. In this study …

Quantitative breast tomosynthesis: From detectability to estimability

S Richard, E Samei - Medical Physics, 2010 - Wiley Online Library
Purpose: This work aimed to extend Fourier‐based imaging metrics for modeling and
predicting quantitative imaging performance. The new methodology was applied to the …

Investigating the feasibility of using partial least squares as a method of extracting salient information for the evaluation of digital breast tomosynthesis

GZ Zhang, KJ Myers, S Park - Medical Imaging 2013: Image …, 2013 - spiedigitallibrary.org
Digital breast tomosynthesis (DBT) has shown promise for improving the detection of breast
cancer, but it has not yet been fully optimized due to a large space of system parameters to …

Task‐based assessment of breast tomosynthesis: effect of acquisition parameters and quantum noise a

I Reiser, RM Nishikawa - Medical physics, 2010 - Wiley Online Library
Purpose: Tomosynthesis is a promising modality for breast imaging. The appearance of the
tomosynthesis reconstructed image is greatly affected by the choice of acquisition and …

Measurement of breast density with digital breast tomosynthesis

B Ren, A Smith, Z Jing - Medical imaging 2012: physics of …, 2012 - spiedigitallibrary.org
Breast density is known as a strong risk factor for breast cancer. Clinical assessment of
breast density during screening mammography is often done by radiologists through visual …

Foveated model observer to predict human search performance on virtual digital breast tomosynthesis phantoms

MA Lago, B Barufaldi, PR Bakic… - Medical Imaging …, 2020 - spiedigitallibrary.org
Model observers for image quality assessment have been extensively used in the field of
medical imaging. The majority of model observer developments have involved signal …