Virtual clinical trials in medical imaging: a review

E Abadi, WP Segars, BMW Tsui… - Journal of Medical …, 2020 - spiedigitallibrary.org
The accelerating complexity and variety of medical imaging devices and methods have
outpaced the ability to evaluate and optimize their design and clinical use. This is a …

A review of breast tomosynthesis. Part I. The image acquisition process

I Sechopoulos - Medical physics, 2013 - Wiley Online Library
Mammography is a very well‐established imaging modality for the early detection and
diagnosis of breast cancer. However, since the introduction of digital imaging to the realm of …

Convex optimization problem prototy** for image reconstruction in computed tomography with the Chambolle–Pock algorithm

EY Sidky, JH Jørgensen, X Pan - Physics in Medicine & Biology, 2012 - iopscience.iop.org
The primal–dual optimization algorithm developed in Chambolle and Pock (CP)(2011 J.
Math. Imag. Vis. 40 1–26) is applied to various convex optimization problems of interest in …

Evaluation of sparse-view reconstruction from flat-panel-detector cone-beam CT

J Bian, JH Siewerdsen, X Han, EY Sidky… - Physics in Medicine …, 2010 - iopscience.iop.org
Flat-panel-detector x-ray cone-beam computed tomography (CBCT) is used in a rapidly
increasing host of imaging applications, including image-guided surgery and radiotherapy …

Achieving routine submillisievert CT scanning: report from the summit on management of radiation dose in CT

CH McCollough, GH Chen, W Kalender, S Leng… - Radiology, 2012 - pubs.rsna.org
This Special Report presents the consensus of the Summit on Management of Radiation
Dose in Computed Tomography (CT)(held in February 2011), which brought together …

Breast tomosynthesis: state-of-the-art and review of the literature

JA Baker, JY Lo - Academic radiology, 2011 - academicradiology.org
Standard analog mammography is a screening success story with the proven capacity to
reduce mortality from breast cancer (1–3). Conventional full-field digital mammography …

Task-based measures of image quality and their relation to radiation dose and patient risk

HH Barrett, KJ Myers, C Hoeschen… - Physics in Medicine …, 2015 - iopscience.iop.org
The theory of task-based assessment of image quality is reviewed in the context of imaging
with ionizing radiation, and objective figures of merit (FOMs) for image quality are …

Prediction of human observer performance in a 2‐alternative forced choice low‐contrast detection task using channelized Hotelling observer: impact of radiation dose …

L Yu, S Leng, L Chen, JM Kofler, RE Carter… - Medical …, 2013 - Wiley Online Library
Purpose: Efficient optimization of CT protocols demands a quantitative approach to
predicting human observer performance on specific tasks at various scan and reconstruction …

Analysis of Fourier‐domain task‐based detectability index in tomosynthesis and cone‐beam CT in relation to human observer performance

GJ Gang, J Lee, JW Stayman, DJ Tward… - Medical …, 2011 - Wiley Online Library
Purpose: Design and optimization of medical imaging systems benefit from accurate
theoretical modeling that identifies the physical factors governing image quality, particularly …

Approximating the ideal observer and hotelling observer for binary signal detection tasks by use of supervised learning methods

W Zhou, H Li, MA Anastasio - IEEE transactions on medical …, 2019 - ieeexplore.ieee.org
It is widely accepted that the optimization of medical imaging system performance should be
guided by task-based measures of image quality (IQ). Task-based measures of IQ quantify …