Zobrazeno 1 - 10
of 14
pro vyhledávání: '"Gonzalo Joya"'
Autor:
Ruxandra Stoean, Catalin Stoean, Roberto Becerra-García, Rodolfo García-Bermúdez, Miguel Atencia, Francisco García-Lagos, Luis Velázquez-Pérez, Gonzalo Joya
Publikováno v:
PLoS ONE, Vol 15, Iss 7, p e0236401 (2020)
Medical data are often tricky to get mined for patterns even by the generally demonstrated successful modern methodologies of deep learning. This paper puts forward such a medical classification task, where patient registers of two of the categories
Externí odkaz:
https://doaj.org/article/99446791644046ccb6c77b3e6bb4a5d0
Autor:
Catalin Stoean, Ruxandra Stoean, Miguel Atencia, Moloud Abdar, Luis Velázquez-Pérez, Abbas Khosravi, Saeid Nahavandi, U. Rajendra Acharya, Gonzalo Joya
Publikováno v:
Sensors, Vol 20, Iss 11, p 3032 (2020)
Application of deep learning (DL) to the field of healthcare is aiding clinicians to make an accurate diagnosis. DL provides reliable results for image processing and sensor interpretation problems most of the time. However, model uncertainty should
Externí odkaz:
https://doaj.org/article/7640803b83bf419eb16a27c703639419
Autor:
Francisco García-Lagos, Ruxandra Stoean, Luis Velázquez-Pérez, Roberto Becerra-García, Gonzalo Joya, Miguel Atencia, Rodolfo García-Bermúdez, Catalin Stoean
Publikováno v:
PLoS ONE
PLoS ONE, Vol 15, Iss 7, p e0236401 (2020)
PLoS ONE, Vol 15, Iss 7, p e0236401 (2020)
Medical data are often tricky to get mined for patterns even by the generally demonstrated successful modern methodologies of deep learning. This paper puts forward such a medical classification task, where patient registers of two of the categories
Publikováno v:
Sensors (Basel, Switzerland)
Sensors, Vol 21, Iss 5021, p 5021 (2021)
Sensors
Volume 21
Issue 15
Sensors, Vol 21, Iss 5021, p 5021 (2021)
Sensors
Volume 21
Issue 15
Saccadic electrooculograms are discrete biosignals that contain the instantaneous angular position of the human eyes as a response to saccadic visual stimuli. These signals are essential to monitor and evaluate several neurological diseases, such as
Autor:
Rodolfo García-Bermúdez, Miguel Atencia, Roberto Becerra-García, Catalin Stoean, Luis Velázquez-Pérez, Francisco García-Lagos, Ruxandra Stoean, Gonzalo Joya
Publikováno v:
Advances in Computational Intelligence ISBN: 9783030205171
IWANN (2)
IWANN (2)
This paper aims at assessing spino-cerebellar type 2 ataxia by classifying electrooculography records into registers corresponding to healthy, presymptomatic and ill individuals. The primary used technique is the convolutional neural network applied
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e73bdefec21a25db7acddad491c97414
https://doi.org/10.1007/978-3-030-20518-8_3
https://doi.org/10.1007/978-3-030-20518-8_3
Autor:
Roberto Rodríguez-Labrada, Gonzalo Joya-Caparrós, Abel Fernández-Higuera, Franger Cuevas-Beltrán, Roberto Becerra-García, Francisco García-Lagos, Camilo Velázquez-Rodríguez, Michel Velázquez-Mariño, Rodolfo García-Bermúdez
Publikováno v:
Advances in Computational Intelligence ISBN: 9783319192215
IWANN (2)
IWANN (2)
In this paper we evaluate the use of the machine learning algorithms Support Vector Machines (SVM), K-Nearest Neighbors (KNN), Classification and Regression Trees (CART) and Naive Bayes (NB) to identify non spontaneous saccades in clinical electroocu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d3b20b6e2f2ecb3ed1777f60a9257503
https://doi.org/10.1007/978-3-319-19222-2_5
https://doi.org/10.1007/978-3-319-19222-2_5
Publikováno v:
Informática y Sistemas: Revista de Tecnologías de la Informática y las Comunicaciones; Vol. 1 Núm. 2: Julio-Diciembre (2017); 1-14
The analysis of eye movements is an useful tool to evaluate various neurological disfunctions, among them is the Spinocerebellar Ataxia Type 2 (SCA2). This work is about the process of design a protocol for the the processing of eye movement records
Publikováno v:
Mathematical biosciences and engineering : MBE. 10(4)
In this work we propose the definition of the ratio of hidden infection of HIV/AIDS epidemics, as the division of the unknown infected population by the known one. The merit of the definition lies in allowing for an indirect estimation of the whole o
Autor:
Carmen Pino, Roberto Becerra, Gonzalo Joya, Roberto Rodríguez, Luis Velázquez, Rodolfo García Bermudez
Publikováno v:
Advances in Computational Intelligence ISBN: 9783642386817
IWANN (2)
IWANN (2)
In this paper, we compare the performance of two different methods for the task of electrooculogram saccadic points classification in patients with Ataxia SCA2: Multilayer Perceptrons (MLP) and Random Forest. First we segment the recordings of 6 subj
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1285c55e131280f04db788f21f7ffa63
https://doi.org/10.1007/978-3-642-38682-4_14
https://doi.org/10.1007/978-3-642-38682-4_14
Publikováno v:
J. Cabestany, I. Rojas and G. Joya, editors
IWANN 2011
IWANN 2011, 2011, Malaga, Spain. Springer, pp.540-547, 2011, Lecture Notes in computer Science
Advances in Computational Intelligence ISBN: 9783642214974
IWANN (2)
IWANN 2011
IWANN 2011, 2011, Malaga, Spain. Springer, pp.540-547, 2011, Lecture Notes in computer Science
Advances in Computational Intelligence ISBN: 9783642214974
IWANN (2)
In this paper we formulate a differential inclusion to model an epidemic outbreak of Dengue fever in the Cuban conditions. The model takes into account interaction of human and mosquito populations as well as vertical transmission in the mosquito pop
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aac45fcf4c59efad59762095681c9cbb
https://hal.archives-ouvertes.fr/hal-00595930
https://hal.archives-ouvertes.fr/hal-00595930