@InProceedings{MirandaBarrSoarFeli:2012:StAnHi,
author = "Miranda, Gisele Helena Barboni and Barrera, Junior and Soares,
Edson Garcia and Felipe, Joaquim Cezar",
affiliation = "Department of Computing and Mathematics, Faculty of Philosophy,
Sciences and Languages of Ribeir{\~a}o Preto, USP and Department
of Computer Science, Institute of Mathematics and Statistics, USP
and Department of Pathology, Faculty of Medicine of Ribeir{\~a}o
Preto, USP and Department of Computing and Mathematics, Faculty
of Philosophy, Sciences and Languages of Ribeir{\~a}o Preto,
USP",
title = "Structural Analysis of Histological Images to Aid Diagnosis of
Cervical Cancer",
booktitle = "Proceedings...",
year = "2012",
editor = "Freitas, Carla Maria Dal Sasso and Sarkar, Sudeep and Scopigno,
Roberto and Silva, Luciano",
organization = "Conference on Graphics, Patterns and Images, 25. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Cervical Intraepithelial Neoplasia (CIN), neighborhood graphs,
medical image processing, computer-aided diagnosis.",
abstract = "The use of computational techniques in the processing of
histopathological images allows the study of the structural
organization of tissues and their pathological changes. The
overall objective of this work includes the proposal, the
implementation and the evaluation of a methodology for the
analysis of cervical intraepithelial neoplasia (CIN) from
histopathological images. For this pourpose, a pipeline of
morphological operators were implemented for the segmentation of
cell nuclei and the Delaunay Triangulation were used in order to
represent the tissue architecture. Also, clustering algorithms and
graph morphology were used to automatically obtain the boundary
between the histological layers of the epithelial tissue.
Similarity criteria and adjacency relations between the triangles
of the network were explored. The proposed method was evaluated
concerning the detection of the presence of lesions in the tissue
as well as the their malignancy grading.",
conference-location = "Ouro Preto, MG, Brazil",
conference-year = "22-25 Aug. 2012",
doi = "10.1109/SIBGRAPI.2012.51",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2012.51",
language = "en",
ibi = "8JMKD3MGPBW34M/3CA6BHH",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3CA6BHH",
targetfile = "102103_final.pdf",
urlaccessdate = "2024, Apr. 27"
}