Literature DB >> 19162792

CT and image processing non-invasive indicators of sickle cell secondary pulmonary hypertension.

Marius George Linguraru1, Babak J Orandi, Robert L Van Uitert, Nisha Mukherjee, Ronald M Summers, Mark T Gladwin, Roberto F Machado, Bradford J Wood.   

Abstract

This retrospective study investigates the potential of image analysis to quantify for the presence and extent of pulmonary hypertension secondary to sickle cell disease (SCD). A combination of fast marching and geodesic active contours level sets were employed to segment the pulmonary artery from smoothed CT-Angiography images from 16 SCD patients and 16 matching controls. An algorithm based on fast marching methods was used to compute the centerline of the segmented arteries to measure automatically the diameters of the pulmonary trunk and first branches of the pulmonary arteries. Results show that the pulmonary trunk and arterial branches are significantly larger in diameter in SCD patients as compared to controls (p-values of 0.002 for trunk and 0.0003 for branches). For validation, the results were compared with manually measured values and did not demonstrate significant difference (mean p-values 0.71). CT with image processing shows great potential as a surrogate indicator of pulmonary hemodynamics or response to therapy, which could be an important tool for drug discovery and noninvasive clinical surveillance.

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Year:  2008        PMID: 19162792      PMCID: PMC2656258          DOI: 10.1109/IEMBS.2008.4649289

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  10 in total

1.  Three-dimensional multi-scale line filter for segmentation and visualization of curvilinear structures in medical images.

Authors:  Y Sato; S Nakajima; N Shiraga; H Atsumi; S Yoshida; T Koller; G Gerig; R Kikinis
Journal:  Med Image Anal       Date:  1998-06       Impact factor: 8.545

2.  ERS transform for the automated detection of bronchial abnormalities on CT of the lungs.

Authors:  F Chabat; X P Hu; D M Hansell; G Z Yang
Journal:  IEEE Trans Med Imaging       Date:  2001-09       Impact factor: 10.048

3.  Computerized detection of pulmonary embolism in spiral CT angiography based on volumetric image analysis.

Authors:  Yoshitaka Masutani; Heber MacMahon; Kunio Doi
Journal:  IEEE Trans Med Imaging       Date:  2002-12       Impact factor: 10.048

4.  Segmentation and analysis of the human airway tree from three-dimensional X-ray CT images.

Authors:  Deniz Aykac; Eric A Hoffman; Geoffrey McLennan; Joseph M Reinhardt
Journal:  IEEE Trans Med Imaging       Date:  2003-08       Impact factor: 10.048

5.  A biologically inspired algorithm for microcalcification cluster detection.

Authors:  Marius George Linguraru; Kostas Marias; Ruth English; Michael Brady
Journal:  Med Image Anal       Date:  2006-09-01       Impact factor: 8.545

6.  Subvoxel precise skeletons of volumetric data based on fast marching methods.

Authors:  Robert Van Uitert; Ingmar Bitter
Journal:  Med Phys       Date:  2007-02       Impact factor: 4.071

7.  Diastolic dysfunction is an independent risk factor for death in patients with sickle cell disease.

Authors:  Vandana Sachdev; Roberto F Machado; Yukitaka Shizukuda; Yesoda N Rao; Stanislav Sidenko; Inez Ernst; Marilyn St Peter; Wynona A Coles; Douglas R Rosing; William C Blackwelder; Oswaldo Castro; Gregory J Kato; Mark T Gladwin
Journal:  J Am Coll Cardiol       Date:  2007-01-16       Impact factor: 24.094

8.  Hemodynamic and functional assessment of patients with sickle cell disease and pulmonary hypertension.

Authors:  Anastasia Anthi; Roberto F Machado; Maria L Jison; Angelo M Taveira-Dasilva; Lewis J Rubin; Lori Hunter; Christian J Hunter; Wynona Coles; James Nichols; Nilo A Avila; Vandana Sachdev; Clara C Chen; Mark T Gladwin
Journal:  Am J Respir Crit Care Med       Date:  2007-03-22       Impact factor: 21.405

9.  N-terminal pro-brain natriuretic peptide levels and risk of death in sickle cell disease.

Authors:  Roberto F Machado; Anastasia Anthi; Martin H Steinberg; Duane Bonds; Vandana Sachdev; Gregory J Kato; Angelo M Taveira-DaSilva; Samir K Ballas; William Blackwelder; Xiuli Xu; Lori Hunter; Bruce Barton; Myron Waclawiw; Oswaldo Castro; Mark T Gladwin
Journal:  JAMA       Date:  2006-07-19       Impact factor: 56.272

10.  Pulmonary hypertension as a risk factor for death in patients with sickle cell disease.

Authors:  Mark T Gladwin; Vandana Sachdev; Maria L Jison; Yukitaka Shizukuda; Jonathan F Plehn; Karin Minter; Bernice Brown; Wynona A Coles; James S Nichols; Inez Ernst; Lori A Hunter; William C Blackwelder; Alan N Schechter; Griffin P Rodgers; Oswaldo Castro; Frederick P Ognibene
Journal:  N Engl J Med       Date:  2004-02-26       Impact factor: 91.245

  10 in total

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