Zobrazeno 1 - 10
of 105
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
Publikováno v:
Symmetry, Vol 13, Iss 8, p 1534 (2021)
A communication network management system takes the measurements of its state variables at specific instants of time, considering them constant in the interval between two consecutive measurements. Nevertheless, this assumption is not true, since the
Externí odkaz:
https://doaj.org/article/c3c49ae9b8c540cbbef05baa3281c5b8
Publikováno v:
Sensors, Vol 21, Iss 15, p 5021 (2021)
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
Externí odkaz:
https://doaj.org/article/cf7b50fa9d3145ccb9cd2c93e2a401cb
Autor:
Carlos Cano Domingo, Francisco García Lagos, Gonzalo Joya Caparrós, Roberto A. Becerra García
Publikováno v:
Informática y Sistemas, Vol 1, Iss 2, Pp 15-26 (2017)
In this work we have developed the hardware for an instrument to measure electrooculographic signals (EOG) that will help the diagnosis of hereditary ataxias. The instrument will be used in several medical centres in Cuba, but has been designed so th
Externí odkaz:
https://doaj.org/article/7385d292bf074c0a9a5a470313c2ef36
Publikováno v:
Informática y Sistemas, Vol 1, Iss 2, Pp 1-14 (2017)
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
Externí odkaz:
https://doaj.org/article/fda46e6022374bf383d75d4008fa5a8b
Publikováno v:
Mathematics, Vol 8, Iss 8, p 1374 (2020)
The application of echo state networks to time series prediction has provided notable results, favored by their reduced computational cost, since the connection weights require no learning. However, there is a need for general methods that guide the
Externí odkaz:
https://doaj.org/article/d7eaceb62c9047b2800d2215160ff560
Publikováno v:
Mathematics, Vol 8, Iss 7, p 1078 (2020)
Uncertainty quantification in deep learning models is especially important for the medical applications of this complex and successful type of neural architectures. One popular technique is Monte Carlo dropout that gives a sample output for a record,
Externí odkaz:
https://doaj.org/article/95cbe64b03e64dabbba9efa7b36d9e65
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:
Carmen García Berdonés, Luis Molina Tanco, Juan Pedro Peña Martín, Francisco García Lagos, Gonzalo Joya Caparrós, Arcadio Reyes Lecuona, Francisco David Trujillo Aguilera
Publikováno v:
Multidisciplinary Journal for Education, Social and Technological Sciences, Vol 1, Iss 1, Pp 169-186 (2014)
The design and implementation of different Project Based Learning (PBL) approaches are presented in this paper. All of them were carried out in the framework of the MSc degree in Electronic Systems for Smart Environments from the University of Malaga
Externí odkaz:
https://doaj.org/article/ad402c8597b04dc99d846e729274da16
Autor:
Carlos Cano Domingo, Ruxandra Stoean, Jose A. Gazquez, Manuel Fernandez-Ros, Nuria Novas Castellano, Gonzalo Joya
Publikováno v:
Measurement. 208:112426