Source:http://linkedlifedata.com/resource/pubmed/id/18937777
Switch to
Predicate | Object |
---|---|
rdf:type | |
lifeskim:mentions | |
pubmed:issue |
4
|
pubmed:dateCreated |
2008-10-21
|
pubmed:abstractText |
Skin lesion color is an important feature for diagnosing malignant melanoma. New basis function correlation features are proposed for discriminating malignant melanoma lesions from benign lesions in dermoscopy images. The proposed features are computed based on correlating the luminance histogram of melanoma or benign labeled relative colors from a specified portion of the skin lesion with a set of basis functions. These features extend previously developed statistical and fuzzy logic-based relative color histogram analysis techniques for automated mapping of colors representative of melanoma and benign skin lesions from a training set of lesion images.
|
pubmed:language |
eng
|
pubmed:journal | |
pubmed:citationSubset |
IM
|
pubmed:status |
MEDLINE
|
pubmed:month |
Nov
|
pubmed:issn |
1600-0846
|
pubmed:author | |
pubmed:issnType |
Electronic
|
pubmed:volume |
14
|
pubmed:owner |
NLM
|
pubmed:authorsComplete |
Y
|
pubmed:pagination |
425-35
|
pubmed:dateRevised |
2011-10-4
|
pubmed:meshHeading |
pubmed-meshheading:18937777-Algorithms,
pubmed-meshheading:18937777-Colorimetry,
pubmed-meshheading:18937777-Dermoscopy,
pubmed-meshheading:18937777-Fuzzy Logic,
pubmed-meshheading:18937777-Humans,
pubmed-meshheading:18937777-Image Interpretation, Computer-Assisted,
pubmed-meshheading:18937777-Melanoma,
pubmed-meshheading:18937777-Pattern Recognition, Automated,
pubmed-meshheading:18937777-Reproducibility of Results,
pubmed-meshheading:18937777-Sensitivity and Specificity,
pubmed-meshheading:18937777-Skin Neoplasms
|
pubmed:year |
2008
|
pubmed:articleTitle |
A basis function feature-based approach for skin lesion discrimination in dermatology dermoscopy images.
|
pubmed:affiliation |
Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO 65409-0040, USA. stanleyj@mst.edu
|
pubmed:publicationType |
Journal Article,
Evaluation Studies
|