Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs
Segmentation of the lung from HRCT Thorax images was studied. An automatic method of determining segmentation area is proposed. High quality of segmentation is considered achieved when the segmented area from the proposed algorithm is almost identical to the area obtained from the manual tracings by...
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Springer Verlag
2016
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my.utm.736902017-11-28T08:38:32Z http://eprints.utm.my/id/eprint/73690/ Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs Noor, N. M. Rijal, O. M. Than, J. C. M. Kassim, R. M. Yunus, A. T Technology (General) Segmentation of the lung from HRCT Thorax images was studied. An automatic method of determining segmentation area is proposed. High quality of segmentation is considered achieved when the segmented area from the proposed algorithm is almost identical to the area obtained from the manual tracings by lung expert (ground truth). High correlation between the two types of segmented areas showed that regression may be used as a tool to measure segmentation quality. Supplementary information may also be obtained from the regression plot. Prediction interval may be used as a possible indicator of diseased whilst outliers may show or indicate low segmentation quality or a possible severity of the disease. Springer Verlag 2016 Conference or Workshop Item PeerReviewed Noor, N. M. and Rijal, O. M. and Than, J. C. M. and Kassim, R. M. and Yunus, A. (2016) Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs. In: 7th Pacific-Rim Symposium on Image and Video Technology, PSIVT 2015, 25-27 Nov 2015, Auckland, New Zealand. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959017192&doi=10.1007%2f978-3-319-29451-3_40&partnerID=40&md5=bb2b8bc97813e5f889eb0de69af057ec |
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T Technology (General) |
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T Technology (General) Noor, N. M. Rijal, O. M. Than, J. C. M. Kassim, R. M. Yunus, A. Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| description |
Segmentation of the lung from HRCT Thorax images was studied. An automatic method of determining segmentation area is proposed. High quality of segmentation is considered achieved when the segmented area from the proposed algorithm is almost identical to the area obtained from the manual tracings by lung expert (ground truth). High correlation between the two types of segmented areas showed that regression may be used as a tool to measure segmentation quality. Supplementary information may also be obtained from the regression plot. Prediction interval may be used as a possible indicator of diseased whilst outliers may show or indicate low segmentation quality or a possible severity of the disease. |
| format |
Conference or Workshop Item |
| author |
Noor, N. M. Rijal, O. M. Than, J. C. M. Kassim, R. M. Yunus, A. |
| author_facet |
Noor, N. M. Rijal, O. M. Than, J. C. M. Kassim, R. M. Yunus, A. |
| author_sort |
Noor, N. M. |
| title |
Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| title_short |
Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| title_full |
Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| title_fullStr |
Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| title_full_unstemmed |
Regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| title_sort |
regression as a tool to measure segmentation quality and preliminary indicator of diseased lungs |
| publisher |
Springer Verlag |
| publishDate |
2016 |
| url |
http://eprints.utm.my/id/eprint/73690/ https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959017192&doi=10.1007%2f978-3-319-29451-3_40&partnerID=40&md5=bb2b8bc97813e5f889eb0de69af057ec |
| _version_ |
1643656721093099520 |
| score |
13.250246 |