Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Julio César Mello-Román"'
Autor:
Pedro Esteban Gardel Sotomayor, Diego P. Pinto-Roa, Julio César Mello-Román, José Luis Vázquez Noguera, Ramón Quintana, Fredy Roa
Publikováno v:
CLEI Electronic Journal, Vol 27, Iss 4 (2024)
Image segmentation is a fundamental process in image processing, aiming to transform the image into a more comprehensible or simplified representation. This process groups pixels under common characteristics, facilitating the unique identification of
Externí odkaz:
https://doaj.org/article/0f695e9d96d74b9686169127ae673eca
Autor:
Olivia Cardozo, Verena Ojeda, Rodrigo Parra, Julio César Mello-Román, José Luis Vázquez Noguera, Miguel García-Torres, Federico Divina, Sebastian A. Grillo, Cynthia Villalba, Jacques Facon, Veronica Elisa Castillo Benítez, Ingrid Castro Matto, Diego Aquino-Brítez
Publikováno v:
Data in Brief, Vol 48, Iss , Pp 109056- (2023)
Toxoplasmosis chorioretinitis is commonly diagnosed by an ophthalmologist through the evaluation of the fundus images of a patient. Early detection of these lesions may help to prevent blindness. In this article we present a data set of fundus images
Externí odkaz:
https://doaj.org/article/89d10ae880434a6f898d701e17bf726a
Autor:
Julio César Mello-Román, José Luis Vázquez Noguera, Horacio Legal-Ayala, Miguel García-Torres, Jacques Facon, Diego P. Pinto-Roa, Sebastian A. Grillo, Luis Salgueiro Romero, Lizza A. Salgueiro Toledo, Laura Raquel Bareiro Paniagua, Deysi Natalia Leguizamon Correa, Jorge Daniel Mello-Román
Publikováno v:
Applied Sciences, Vol 11, Iss 19, p 9302 (2021)
Skin dermoscopy images frequently lack contrast caused by varying light conditions. Indeed, often low contrast is seen in dermoscopy images of melanoma, causing the lesion to blend in with the surrounding skin. In addition, the low contrast prevents
Externí odkaz:
https://doaj.org/article/f357f5cee0724da1a261b54fa66173bd
Autor:
Rodrigo Parra, Verena Ojeda, Jose Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello-Román, Cynthia Villalba, Jacques Facon, Federico Divina, Olivia Cardozo, Verónica Elisa Castillo, Ingrid Castro Matto
Publikováno v:
Diagnostics, Vol 11, Iss 11, p 1951 (2021)
In the automatic diagnosis of ocular toxoplasmosis (OT), Deep Learning (DL) has arisen as a powerful and promising approach for diagnosis. However, despite the good performance of the models, decision rules should be interpretable to elicit trust fro
Externí odkaz:
https://doaj.org/article/e9222ee88e094a61ab31e5560289cf84
Publikováno v:
Mathematics, Vol 9, Iss 5, p 506 (2021)
Kernel partial least squares regression (KPLS) is a non-linear method for predicting one or more dependent variables from a set of predictors, which transforms the original datasets into a feature space where it is possible to generate a linear model
Externí odkaz:
https://doaj.org/article/92fddd0112084bd1a803590ac39db4a9
Autor:
Diego, Aquino-Brítez, Jordan Ayala, Gómez, José Luis Vázquez, Noguera, Miguel, García-Torres, Julio César Mello, Román, Pedro E, Gardel-Sotomayor, Veronica Elisa Castillo, Benitez, Ingrid Castro, Matto, Diego P, Pinto-Roa, Jaques, Facon, Sebastian Alberto, Grillo
Publikováno v:
Studies in health technology and informatics. 290
Due to the presence of high glucose levels, diabetes mellitus (DM) is a widespread disease that can damage blood vessels in the retina and lead to loss of the visual system. To combat this disease, called Diabetic Retinopathy (DR), retinography, usin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::57d6a84fab11bf08024879351c972169
https://pubmed.ncbi.nlm.nih.gov/35673105
https://pubmed.ncbi.nlm.nih.gov/35673105
Autor:
Diego Aquino-Brítez, Jordan Ayala Gómez, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Pedro E. Gardel-Sotomayor, Veronica Elisa Castillo Benitez, Ingrid Castro Matto, Diego P. Pinto-Roa, Jaques Facon, Sebastian Alberto Grillo
Due to the presence of high glucose levels, diabetes mellitus (DM) is a widespread disease that can damage blood vessels in the retina and lead to loss of the visual system. To combat this disease, called Diabetic Retinopathy (DR), retinography, usin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8d2c8117cfaf2fa88a3dc2780e08e9a9
https://doi.org/10.3233/shti220166
https://doi.org/10.3233/shti220166
Autor:
José Luis Vázquez Noguera, Julio César Mello Román, Federico Divina, Jorge Daniel Mello-Román, Sebastián Alberto Grillo, Miguel García-Torres, Pedro E. Gardel-Sotomayor
Publikováno v:
IEEE Access, Vol 9, Pp 162487-162498 (2021)
An important aspect of the design of effective machine learning algorithms is the complexity analysis of classification problems. In this paper, we propose a study aimed at determining the relation between the number of adjacent inputs with different
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f8f47bb526c9f96047579f040d3724c7
https://doi.org/10.1109/access.2021.3131150
https://doi.org/10.1109/access.2021.3131150
Autor:
Pastor E Pérez-Estigarribia, Jordan Ayala Gómez, Pedro E. Gardel-Sotomayor, Veronica E. Castillo Benítez, Ingrid Castro Matto, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello-Román, Diego Pedro Pinto-Roa, Diego Aquino-Brítez, Santiago Gomez, Jacques Facon
Diabetic retinopathy is a complication of a widespread eye disease named diabetes mellitus. Diabetes mellitus, due to the increased glucose levels, may damage the retina’s blood vessels and cause visual complications and eventually blindness. There
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d1f5e6d0d95f4d9f88c191da0d64f9df
https://doi.org/10.21203/rs.3.rs-1479966/v1
https://doi.org/10.21203/rs.3.rs-1479966/v1
Autor:
Gustavo Velázquez, Félix Morales, Miguel García-Torres, Francisco Gómez-Vela, Federico Divina, José Luis Vázquez Noguera, Federico Daumas-Ladouce, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román
Publikováno v:
Data in Brief, Vol 40, Iss, Pp 107699-(2022)
Data in Brief
Data in Brief
This paper presents a data set with information on meteorological data and electricity consumption in the department of Alto Paraná, Paraguay. The meteorological data were registered every three hours at the Aeropuerto Guarani, Department of Alto Pa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::206f982ea83c9fd67abee34e921239c0
http://www.sciencedirect.com/science/article/pii/S2352340921009744
http://www.sciencedirect.com/science/article/pii/S2352340921009744