A paper entitled: “A systematic review of electroencephalography open datasets and its usage with deep learning models” has been accepted for publication by the IEEE Access Journal (Q2). This paper co-authored by Alberto Nogales Moyano and Alvaro José García Tejedor compiles a set […]
Category: Publications
New article published: Audio Restoration using Deep Autoencoders
A new publication in the lab. In this case, Alberto Nogales Moyano and Alvaro José García Tejedor have published a paper entitled: “A Deep Learning framework for audio restoration using Convolutional/Deconvolutional Deep Autoencoders” in the journal Expert systems with applications. […]
New article published: DL on Infantile Epileptic Spasms
Journal “Computer Methods and Programs in Biomedicine” (Q1 in Computer Science) has accepted a paper entitled “Discriminating and understanding brain states in children with epileptic spasms using deep learning and graph metrics analysis of brain connectivity“. In this paper co-authored […]
New publication: DL on Abdominal Aortic Aneurysms
First paper of the year published by Alvaro José García Tejedor and Alberto Nogales Moyano and co-authored with angiovascular surgeon Fernando Gallardo and former CEIEC intern Miguel Pajares Hernández. In this paper titled “A semiautomatic method for obtaining a predictive deep learning model and a rule-based system […]
New publication: EEGraph
CEIEC researchers Ana Maria Maitín, Alberto Nogales and Álvaro García Tejedor have published the article “EEGraph: An open-source Python library for modeling electroencephalograms using graphs” in the journal Neurocomputing. This article describes the EEGraph Python library which allows modeling electroencephalograms […]
CEIEC sends a poster to the WiMLDS 21st event
CEIEC has submitted a poster to the WiMLDS (Women in Machine Learning and Data Science) 21st conference, to discuss the many ways in which data can be used for good, and the use of Machine Learning and Data Analysis for […]
New publication: RASFF network explained
A new of our papers has been accepted by the Food Control journal (Q1). CEIEC researchers Alvaro José García Tejedor and Alberto Nogales Moyano with the collaboration of Marçal Mora Cantallops from Universidad de Alcalá and former researcher Rodrigo Díaz […]
New paper published: BERT learns about Parkinson disease
We have a new publication, in this case, we have used BERT, a well-known model in Natural Language Processing, to diagnose Parkinson’s. This is the first time that BERT has been adapted to manage brain signals obtaining accuracies near to […]
CEIEC sends a poster to the MDS Congress
CEIEC has submitted a poster to the MDS conference on a biomarker based on natural language processing methods to detect the stages of Parkinson’s disease through the use of electroencephalograms.
The UFV Vice President for Research awards an award for patent application to Álvaro García Tejedor, Alberto Nogales Moya and Emilio Delgado Martos
For the first time, the Francisco de Vitoria University (UFV ) has awarded €1,200 for a patent application actually made and registered in the SPTO Registry under the title ARQGAN: “Method for obtaining an image with a restored object” . This project, led by Álvaro García […]