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 […]
Tag: deep learning
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. […]
Poster sent to IEE ISBI 2023
From the Master Thesis co-supervised by Alberto Nogales, a poster has arisen to be presented at IEEE International Symposium on Biomedical Imaging (ISBI) 2023. This work entitled “Automatic breast ultrasound bi-rads description model” continues with the application of Deep Learning […]
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 […]
GEMA
CEIEC has published a paper in Software Impacts journal entitled: “An open-source Python library for self-organizing-maps”. It explains the development of GEMA (GEnerador de Mapas Autoorganizados) a Python library developed for the creation and training of a neural model called self-organizing map. […]
Deep Learning in the vascular field
Last 9th and 10th of May took place, in Santiago de Compostela (Spain), conference Santiago Aortic Meeting which reunites different cardiovascular surgeons from different countries. Alberto Nogales as member of CEIEC delivered a talk called “Deep Learning: the actual breakthrough […]
Presentation at SIMBig international conference
From 5th till 7th of September, took place in city of Lima (Peru) SIMBig conference. Researchers like Ian Horrocks (Oxford University) or Andrei Brodei (Google) attended as keynote speakers. Alberto Nogales, postdoctoral researcher at CEIEC, presented a paper where a […]
CEIEC at conference SIMBig’18 in Lima (Perú)
CEIEC, represented by Alberto Nogales Moyano will assist at the 5th International Conference on Information Management and Big Data. In the event, it will be presented the paper “Ontology modeling of the Estonian Traffic Act for self-driving buses” in which […]