TY - GEN
T1 - Development of a support system for the presumptive diagnosis of glaucoma through the processing of biomedical images of the human eye fundus in Ecuador
AU - Pinos-Vélez, Eduardo
AU - Encalada, Susana
AU - Gamboa, Edwin
AU - Robles-Bykbaev, Vladimir
AU - Ipanque, William
AU - Chacón, Carlos Luis
PY - 2018/1/1
Y1 - 2018/1/1
N2 - © Springer International Publishing AG 2018. According to the World Health Organization, approximately in the world 5’700.000 persons present blindness or low vision due the glaucoma disease. In Ecuador, the National Council for Equality of Disabilities (CON-ADIS) claims that 13.2% of people live with some form of disability. Of this group, 0.8% people present different kind of visual disabilities, from which an important number are have related with Glaucoma. This article proposes an accessible tool for the ophthalmologist that facilitates the presumptive diagnosis of Glaucoma using only the digital image of the human eye fundus. With the proposed system, we have processed digitally 72 biomedical images of the human eye. With this information, our approach has generated the respective diagnoses for the two techniques ISNT and cup-disc relationship (CDR), which can be stored in PDF format to contrast with a later diagnosis to help the specialist. The CDR technique has produced an average relative error of 4.5% was obtained with respect to the medical results taken from OCT. Both the images and the results of the OCT were acquired from the Clinic “Santa Lucía” of Quito city.
AB - © Springer International Publishing AG 2018. According to the World Health Organization, approximately in the world 5’700.000 persons present blindness or low vision due the glaucoma disease. In Ecuador, the National Council for Equality of Disabilities (CON-ADIS) claims that 13.2% of people live with some form of disability. Of this group, 0.8% people present different kind of visual disabilities, from which an important number are have related with Glaucoma. This article proposes an accessible tool for the ophthalmologist that facilitates the presumptive diagnosis of Glaucoma using only the digital image of the human eye fundus. With the proposed system, we have processed digitally 72 biomedical images of the human eye. With this information, our approach has generated the respective diagnoses for the two techniques ISNT and cup-disc relationship (CDR), which can be stored in PDF format to contrast with a later diagnosis to help the specialist. The CDR technique has produced an average relative error of 4.5% was obtained with respect to the medical results taken from OCT. Both the images and the results of the OCT were acquired from the Clinic “Santa Lucía” of Quito city.
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U2 - 10.1007/978-3-319-60483-1_11
DO - 10.1007/978-3-319-60483-1_11
M3 - Conference contribution
SN - 9783319604824
T3 - Advances in Intelligent Systems and Computing
SP - 100
EP - 109
BT - Development of a support system for the presumptive diagnosis of glaucoma through the processing of biomedical images of the human eye fundus in Ecuador
T2 - Advances in Intelligent Systems and Computing
Y2 - 1 January 2015
ER -