Published 2007-10-19
Keywords
- Digital image processing,
- mathematical morphology,
- pleural cytology,
- color models,
- growing regions
- mesothelial cells ...More
How to Cite
Abstract
There are numerous diseases associated with the pleura; Cytodiagnosis, by visual analysis of cells, Establishes with some degree of precision the presence of malignant neoplasia, replacing invasive procedures Such as surgery. This analysis has very low sensitivity rates between 50% and 80% and specificity of 97%, Which leads to the late diagnosis of tumors, in the first case, or to the suspicion of neoplastic lesions that do not exist, in the last. The present project provides a computer support that allows the specialists to take better Decisions for cytologic diagnosis. With the intervals of each cellular morphological parameter was determined The performance of the Knowledge Based System, which found nuclei with low levels of gray, small, Central or slightly eccentric, regular contour, homogeneous chromatin, scarce, round cytoplasm with Nucleus / cytoplasm ratio between 1: 5-1: 2, parameters exposed by specialized medical literature of cells Mesothelial cells.
Downloads
References
I. Jacobson, G. Booch, J. Rumbaugh. Proceso Unificado de Desarrollo de Software. Addison Wesley. 2000.
The Mathworks. Image Processing Toolbox for Use with Matlab. Natick: The Mathworks Inc. 2006.
J. Angulo, J. Serra. “Segmentación de imágenes en color utilizando histogramas bi-variables en espacios de color polares luminancia/saturación/matiz”. Revista Computación y Sistemas. México. Vol. 8, No. 4. Junio
2005. pp 1-18.
Hanbury A. Morphological Operators on the Unit Circle, with applications to Hues and to Oriented Textures. Paris, [PhD thesis]. Ecole Nationale Supérieure des Mines de Paris. Centre de Morphologie Mathématique. 2002.
Métodos de análisis de imágenes. http://www.gts.tsc.uvigo.es/ pi/Analisis%20de%20imagenes.pdf. [Citado: 10 de marzo de 2006].
Visión Artificial. Documento en línea. Unversidade da Coruña. http://www.lfcia.org/~cipenedo/cursos/Ip/inicio2.html. [Citado: 20 de Febrero de 2006].
Z. Hussain. Digital Image Processing. Ellis Horwood. 1991. 406p.
Técnicas de contaje celular. Universitat de Barcelona. http://www.ub.es/biocel/wbc/tecnicas/contajecelular.htm. [Citado: 1 de Agosto de 2006].
M. Corredor. Principios de Inteligencia Artificial & Sistemas Expertos. Ediciones UIS. 2000. 88p.
B. Atkinson. Atlas de diagnóstico citopatológico. Editorial Elsevier S.A. 2005.
J. Fariña, J. Rodriguez. Citopatología Respiratoria y Pleural. Madrid: Panamericana S.A, 1996.