Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization

No abstract is available for this paper.

• Publication year

  2013

• Venue

  Comput. Methods Programs Biomed.

• Publication date

  2013-04-01

• Fields of study

  Medicine, Computer Science

• Identifiers
  DOI 10.1016/j.cmpb.2012.09.008PMID 23122720
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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  2010cited by this paper
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  2010cited by this paper
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  2010cited by this paper
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  2010cited by this paper
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  2010cited by this paper
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  2009cited by this paper
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  2008cited by this paper
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  2008cited by this paper
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  2008cited by this paper
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  2008cited by this paper
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  2008cited by this paper
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  2007cited by this paper
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  2007cited by this paper
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  2007cited by this paper
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  2005cited by this paper
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  2005cited by this paper
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  2004cited by this paper
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  2004cited by this paper
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  2004cited by this paper
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  2002cited by this paper
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  2001cited by this paper
• The symptomatic carotid plaque.

  2000cited by this paper
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  2000cited by this paper
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  1999cited by this paper
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  1999cited by this paper
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  1999cited by this paper
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  1998cited by this paper
• The objective characterisation of ultrasonic carotid plaque features.

  1998cited by this paper
• Public perception of stroke warning signs and knowledge of potential risk factors.

  1998cited by this paper
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  1997cited by this paper
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  1997cited by this paper
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  1997cited by this paper
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  1996cited by this paper
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  1995cited by this paper
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  1995cited by this paper
• Human Biology and Health

  1994cited by this paper
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  1992cited by this paper
• Evaluation of the associations between carotid artery atherosclerosis and coronary artery stenosis: Craven TE, Ryu JE, Espeland MA, et al. Circulation 1990;82:1230-42

  1991cited by this paper
• Evaluation of the associations between carotid artery atherosclerosis and coronary artery stenosis. A case-control study.

  1990cited by this paper
• Noninvasive assessment of CO2-induced cerebral vasomotor response in normal individuals and patients with internal carotid artery occlusions.

  1988cited by this paper
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  1987cited by this paper
• Natural history of asymptomatic carotid plaque.

  1985cited by this paper
• Texture analysis using gray level run lengths

  1974cited by this paper
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  1968cited by this paper
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  1964cited by this paper

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