An automatic algorithm for the detection of Trypanosoma cruzi parasites in blood sample images

Computer Methods and Programs in Biomedicine - Tập 112 - Trang 633-639 - 2013
Roger Soberanis-Mukul1, Víctor Uc-Cetina1, Carlos Brito-Loeza1, Hugo Ruiz-Piña2
1Facultad de Matemáticas, Universidad Autónoma de Yucatán, C.P. 97119, Mérida, Mexico
2Centro de Investigaciones Regionales Dr. Hideyo Noguchi, Universidad Autónoma de Yucatán, C.P. 97225, Mérida, Mexico

Tài liệu tham khảo

World Health Organization Chagas disease (American trypanosomiasis), 2010

Kirchhoff, 2010, Chagas Disease (American Trypanosomiasis), eMedicine

Kirchhoff, 2009, Trypanosoma species (American trypanosomiasis, Chagas disease): biology of trypanosomes

Ponce, 2005, Validation of a rapid and reliable test for diagnosis of Chagas disease by detection of Trypanosoma cruzi-specific antibodies in blood of donors and patients in Central America, J. Clin. Microbiol., 43, 5065, 10.1128/JCM.43.10.5065-5068.2005

WHO.;1; Control of Chagas disease: second report of WHO expert committee. Book Control of Chagas disease: second report of WHO expert committee (Editor ed. eds.) City, 2002.

Víctor Uc-Cetina, 2013, Chagas parasites detection through Gaussian discriminant analysis, Abstr. Appl., 8

Secretaria de Vigilância em Saúde do Ministério da Saúde Brasil, Brazilian consensus on Chagas disease, Rev. Soc. Bras. Med. Trop., vol. 38, no. 3, pp. 7–29, 2005.

Charles, 2002

Gonzalez, 2002

Haralick, 1992, vol. I, 28

Menser, 2000, Segmentation and tracking of facial regions in color image sequences, SPIE Vis. Comm. Image Proc., 4067, 731, 10.1117/12.386675

Forsyth, 2003

Phung, 2005, Skin segmentation using color pixel classification: analysis and comparison, IEEE Trans. Pattern Anal. Mach. Intell., 27, 148, 10.1109/TPAMI.2005.17

Refaeilzadeh, 2009, Cross-validation, Encyclopedia Database Systems, 10.1007/978-0-387-39940-9_565

Spitalnic, 2004, Test properties I: Sensitivity, especificity, and predictive values, Hospital Physician