Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Manuel Bataller Mompean"'
Autor:
Jose V. Frances-Villora, Manuel Bataller-Mompean, Azeddine Mjahad, Alfredo Rosado-Muñoz, Antonio Gutierrez Martin, Vicent Teruel-Marti, Vicente Villanueva, Kevin G. Hampel, Juan F. Guerrero-Martinez
Publikováno v:
Applied Sciences, Vol 10, Iss 3, p 827 (2020)
The epileptogenic focus is a brain area that may be surgically removed to control of epileptic seizures. Locating it is an essential and crucial step prior to the surgical treatment. However, given the difficulty of determining the localization of th
Externí odkaz:
https://doaj.org/article/e3a0211cf41348dd9b41ac58a9b043b9
Publikováno v:
Applied Sciences; Volume 12; Issue 14; Pages: 7248
Mjahad, Azeddine Francés Villora, José Vicente Bataller Mompean, Manuel Rosado Muñoz, Alfredo 2022 Ventricular Fibrillation and Tachycardia Detection Using Features Derived from Topological Data Analysis Applied Sciences 12 14 7248
Mjahad, Azeddine Francés Villora, José Vicente Bataller Mompean, Manuel Rosado Muñoz, Alfredo 2022 Ventricular Fibrillation and Tachycardia Detection Using Features Derived from Topological Data Analysis Applied Sciences 12 14 7248
A rapid and accurate detection of ventricular arrhythmias is essential to take appropriate therapeutic actions when cardiac arrhythmias occur. Furthermore, the accurate discrimination between arrhythmias is also important, provided that the required
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c0930d8987eab017447ec4617950e086
Autor:
José V. Francés Villora, Emmanuel Ovie Osimiry, Taras Iakymchuk, Alfredo Rosado-Muñoz, Manuel Bataller Mompean
Publikováno v:
IEEE Transactions on Computers. 65:3470-3479
With growing demands in real-time control, classification or prediction, algorithms become more complex while low power and small size devices are required. Matrix multiplication (direct or transpose) is common for such computation algorithms. In num
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9e3367c2fcb939eb75f23c0be753e77c
https://doi.org/10.1109/tc.2016.2538235
https://doi.org/10.1109/tc.2016.2538235
Autor:
Alfredo Rosado Muñoz, Juan Francisco Guerrero Martínez, José V. Francés Villora, Azeddine Mjahad, Manuel Bataller Mompean
Publikováno v:
RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
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[ES] Este trabajo propone la detección de FV y su discriminación de TV y otros ritmos cardiacos basándose en la representación tiempo-frecuencia del ECG y su conversión en imágen como entrada a un clasificador de vecinos más cercanos (KNN) sin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c4b5018da52bcd2518653f9c713c4860
https://doi.org/10.4995/riai.2017.8833
https://doi.org/10.4995/riai.2017.8833
Autor:
Azeddine Mjahad, Alfredo Rosado Muñoz, Manuel Bataller Mompeán, Jose V. Francés Víllora, Juan F. Guerrero Martínez
Publikováno v:
Revista Iberoamericana de Automática e Informática Industrial RIAI, Vol 15, Iss 1, Pp 124-132 (2017)
This work describes new techniques to improve VF detection and its separation from Ventricular Tachycarida (VT) and other rhythms. It is based on time-frequency representation of the ECG and its use as input in an automatic classifier (K-nearest neig
Externí odkaz:
https://doaj.org/article/6a20b6964bfe46bcbf8fea7d72c50170
Autor:
Leandro D. Medus, Taras Iakymchuk, Jose Vicente Frances-Villora, Manuel Bataller-Mompean, Alfredo Rosado-Munoz
Publikováno v:
IEEE Access, Vol 7, Pp 76084-76103 (2019)
New chips for machine learning applications appear, they are tuned for a specific topology, being efficient by using highly parallel designs at the cost of high power or large complex devices. However, the computational demands of deep neural network
Externí odkaz:
https://doaj.org/article/3025a9b91ab74687b078d3109097f600