DOI | Resolve DOI: https://doi.org/10.1016/S0895-6111(97)00018-9 |
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Author | Search for: Mansfield, James R.1; Search for: Sowa, Michael G.1; Search for: Scarth, Gordon B.1; Search for: Somorjai, Rajmund L.1; Search for: Mantsch, Henry H.1 |
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Affiliation | - National Research Council of Canada. NRC Institute for Biodiagnostics
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Format | Text, Article |
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Subject | Near-infrared imaging; Forearm ischemia; Image analysis; PCA; Fuzzy C-means clustering |
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Abstract | Fuzzy C-means clustering and principal components analysis were used to analyze a temporal series of near-IR images taken of a human forearm during periods of venous outflow restriction and complete forearm ischemia. The principal component eigen-time course analysis provided no useful information and the principal component eigen-image analysis gave results that correlated poorly with anatomical features. The fuzzy C-means clustering analysis, on the other hand, showed distinct regional differences in the hemodynamic response and scattering properties of the tissue, which correlated well with the anatomical features of the forearm. |
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Publication date | 1997-09 |
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In | |
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Language | English |
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Peer reviewed | Yes |
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NRC number | 461 |
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NPARC number | 9148331 |
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Export citation | Export as RIS |
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Report a correction | Report a correction (opens in a new tab) |
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Record identifier | af3fa8bd-3881-42cd-84fa-717be0cddc87 |
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Record created | 2009-06-25 |
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Record modified | 2020-03-20 |
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