Adaptive quantification and longitudinal analysis of pulmonary emphysema with a hidden Markov measure field model

Y Häme, ED Angelini, EA Hoffman… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The extent of pulmonary emphysema is commonly estimated from CT scans by computing
the proportional area of voxels below a predefined attenuation threshold. However, the …

Robust quantification of pulmonary emphysema with a hidden Markov measure field model

Y Häme, ED Angelini, EA Hoffman… - 2013 IEEE 10th …, 2013 - ieeexplore.ieee.org
Determining the extent of pulmonary emphysema with quantitative computed tomography
commonly relies on fixed intensity threshold values. However, the reliability of such …

Emphysema quantification on cardiac CT scans using hidden Markov measure field model: the MESA Lung Study

J Yang, ED Angelini, PP Balte, EA Hoffman… - … Image Computing and …, 2016 - Springer
Cardiac computed tomography (CT) scans include approximately 2/3 of the lung and can be
obtained with low radiation exposure. Large cohorts of population-based research studies …

Robust, standardized quantification of pulmonary emphysema in low dose CT exams

M Ceresa, G Bastarrika, JP de Torres… - Academic …, 2011 - Elsevier
RATIONALE AND OBJECTIVES: The aim of this study was to present and evaluate a fully
automated system for emphysema quantification on low-dose computed tomographic …

Emphysema quantifications with CT scan: assessing the effects of acquisition protocols and imaging parameters using virtual imaging trials

E Abadi, G Jadick, DA Lynch, WP Segars, E Samei - Chest, 2023 - Elsevier
Background CT scan has notable potential to quantify the severity and progression of
emphysema in patients. Such quantification should ideally reflect the true attributes and …

Emphysema quantification in a multi-scanner HRCT cohort using local intensity distributions

CS Mendoza, GR Washko, JC Ross… - 2012 9th IEEE …, 2012 - ieeexplore.ieee.org
This article investigates the suitability of local intensity distributions to analyze six
emphysema classes in 342 CT scans obtained from 16 sites hosting scanners by 3 vendors …

Quantitative analysis of pulmonary emphysema using local binary patterns

L Sorensen, SB Shaker… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
We aim at improving quantitative measures of emphysema in computed tomography (CT)
images of the lungs. Current standard measures, such as the relative area of emphysema …

Quantifying the spatial clustering characteristics of radiographic emphysema explains variability in pulmonary function

BE Vestal, D Ghosh, RSJ Estépar, K Kechris… - Scientific Reports, 2023 - nature.com
Quantitative assessment of emphysema in CT scans has mostly focused on calculating the
percentage of lung tissue that is deemed abnormal based on a density thresholding …

Early detection of emphysema progression

V Gorbunova, SSAM Jacobs, P Lo, A Dirksen… - … Image Computing and …, 2010 - Springer
Emphysema is one of the most widespread diseases in subjects with smoking history. The
gold standard method for estimating the severity of emphysema is a lung function test, such …

Multivariate compensation of quantitative pulmonary emphysema metric variation from low-dose, whole-lung CT scans

BM Keller, AP Reeves, CI Henschke… - American Journal of …, 2011 - Am Roentgen Ray Soc
OBJECTIVE. Emphysema is a disease of the lung characterized by the destruction of the
alveolar sac walls. Several quantitative densitometric measures of emphysema from …