| Title | Detection and validation of lung field contours on chest radiographs |
| Publication Type | Conference Paper |
| Year of Publication | 2003 |
| Authors | Mendonça, AM, Alves Da Silva, J, Campilho, A |
| Editor | M.H., H |
| Conference Name | Proceedings of the IASTED International Conference on Biomedical EngineeringProc. IASTED Internat. Conf. Biomed. Eng. |
| Date Published | 2003/// |
| Conference Location | Salzburg |
| ISBN Number | 0889863539 (ISBN) |
| Keywords | Algorithms, automation, Biological organs, Chest radiographs, Computational time, Computer aided diagnosis, Computer-aided diagnosis, Data compression, Image analysis, Medical image processing, Medical imaging, Radiography, Regions of interest (ROI) |
| Abstract | The purpose of the research herein presented is the automatic detection of lung boundaries in posterior-anterior digital chest radiographs. The precise location of the two lungs is important in a computer-aided diagnosis system as it allows the reduction of the region under analysis, decreasing the computation time and facilitating data compression. Furthermore, it allows the delimitation of the search area, easing the selective tuning of the abnormalities detection algorithms. The results produced by the automatic method were validated by comparison with manual contours traced by an experienced radiologist. For this particular purpose, two programs with friendly interfaces were developed. The achieved comparison results demonstrate the good performance of the automatic method. |
| URL | http://www.scopus.com/inward/record.url?eid=2-s2.0-2642575173&partnerID=40&md5=83abd9849c03da498665141b65efa36c |
