A fully automated image analysis method to quantify lung fibrosis in the bleomycin-induced rat model

S Seger, M Stritt, E Vezzali, O Nayler, P Hess… - PloS one, 2018 - journals.plos.org
image analysis methodology to quantify lung fibrosis in bleomycin-treated rats. The method
… of alveolar walls by collagen deposition and fibrotic masses. The separation of both markers …

High resolution multidetector CT-aided tissue analysis and quantification of lung fibrosis

VA Zavaletta, BJ Bartholmai, RA Robb - Academic radiology, 2007 - Elsevier
… based on computer vision texture matching has been previously utilized for the analysis of
methods includes image processing techniques typically used in computer vision and image

Quantitative image analysis of drug-induced lung fibrosis using laser scanning confocal microscopy

MD Taylor, JR Roberts, AF Hubbs… - Toxicological …, 2002 - academic.oup.com
… LSCM, with its advanced image analysis system, is an alternate method to quantify fibrotic
lung disease. … For this investigation, traditional methods of assessing lung fibrosis, such as …

Idiopathic pulmonary fibrosis: data-driven textural analysis of extent of fibrosis at baseline and 15-month follow-up

SM Humphries, K Yagihashi, J Huckleberry, BH Rho… - Radiology, 2017 - pubs.rsna.org
… drug therapies, whereas we report a new method to quantify lung fibrosis on CT images. …
and training the classifier, and the images analyzed in this study. Classification systems based …

Automatic quantification of liver fibrosis: design and validation of a new image analysis method: comparison with semi-quantitative indexes of fibrosis

M Masseroli, T Caballero, F O'Valle, RMG Del Moral… - Journal of …, 2000 - Elsevier
fibrosis evaluations that are not very precise. This paper describes the design and
validation of an original image analysis-… and portalperiportal and septal fibrosis and portal-periportal …

Imaging research in fibrotic lung disease; applying deep learning to unsolved problems

SLF Walsh, SM Humphries, AU Wells… - The Lancet Respiratory …, 2020 - thelancet.com
methods for objectively quantifying fibrotic lung disease on high resolution CT of the chest.
In the past 5 years, the arrival of deep learning-based image analysis … , fibrotic lung disease

Quantification of lung fibrosis and emphysema in mice using automated micro-computed tomography

E De Langhe, G Vande Velde, J Hostens… - 2012 - journals.plos.org
disease. The combination of repetitive high resolution imaging with fully automated
quantitative image analysis in mouse models of lung fibrosis lung … this imaging technique as a …

Quantitative CT analysis of diffuse lung disease

A Chen, RA Karwoski, DS Gierada, BJ Bartholmai… - Radiographics, 2020 - pubs.rsna.org
… of quantitative analysis techniques have been developed to evaluate diffuse lung disease. …
Serial coronal thin-section CT images and corresponding glyphs in a patient with idiopathic …

Noninvasive imaging of experimental lung fibrosis

Y Zhou, H Chen, N Ambalavanan, G Liu… - American Journal of …, 2015 - atsjournals.org
… provides opportunities to assess lung fibrosis at different time … methods that are currently
used for evaluation of lung … automated micro-CT image analysis algorithm that used CTAn …

Comparison between conventional and" clinical" assessment of experimental lung fibrosis

K Ask, R Labiris, L Farkas, A Moeller, A Froese… - Journal of Translational …, 2008 - Springer
… Figure 1 shows representative images of lung architecture from naïve (A) and fibrotic lungs
lung fibrosis and compared them with conventional methods. We show that the extent of …