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Your search keyword '"Pham, Tuan A."' showing total 16 results
Start Over Author "Pham, Tuan A." Journal scientific reports
16 results on '"Pham, Tuan A."'

13. Automated VSS-based Burn Scar Assessment using Combined Texture and Color Features of Digital Images in Error-Correcting Output Coding

Author

Pham, Tuan, Karlsson, Matilda, Andersson, Caroline M., Mirdell, Robin, and Sjöberg, Folke

Subjects
Data Analysis, Diagnostic Imaging, Kirurgi, Medicinsk bildbehandling, lcsh:R, lcsh:Medicine, Reproducibility of Results, Signal Processing, Computer-Assisted, Severity of Illness Index, Article, Medical Image Processing, Cicatrix, Humans, Surgery, lcsh:Q, lcsh:Science, Burns, Algorithms
Abstract

Assessment of burn scars is an important study in both medical research and clinical settings because it can help determine response to burn treatment and plan optimal surgical procedures. Scar rating has been performed using both subjective observations and objective measuring devices. However, there is still a lack of consensus with respect to the accuracy, reproducibility, and feasibility of the current methods. Computerized scar assessment appears to have potential for meeting such requirements but has been rarely found in literature. In this paper an image analysis and pattern classification approach for automating burn scar rating based on the Vancouver Scar Scale (VSS) was developed. Using the image data of pediatric patients, a rating accuracy of 85% was obtained, while 92% and 98% were achieved for the tolerances of one VSS score and two VSS scores, respectively. The experimental results suggest that the proposed approach is very promising as a tool for clinical burn scar assessment that is reproducible and cost-effective.

Published
2017

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