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Xavier Rafael-Palou
Researcher at Pompeu Fabra University
Publications - 28
Citations - 226
Xavier Rafael-Palou is an academic researcher from Pompeu Fabra University. The author has contributed to research in topics: Obstructive sleep apnea & Continuous positive airway pressure. The author has an hindex of 8, co-authored 25 publications receiving 151 citations. Previous affiliations of Xavier Rafael-Palou include Catalan Institution for Research and Advanced Studies & University of Edinburgh.
Papers
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Journal ArticleDOI
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline
Ilaria Bonavita,Xavier Rafael-Palou,Mario Ceresa,Gemma Piella,Vicent J. Ribas,Miguel Ángel González Ballester +5 more
TL;DR: This article proposes to assess nodule malignancy through 3D convolutional neural networks and to integrate it in an automated end-to-end existing pipeline of lung cancer detection by integrating predictive models of nodulemalignancy into a limited size lung cancer datasets.
Journal ArticleDOI
A Multifunctional Brain-Computer Interface Intended for Home Use: An Evaluation with Healthy Participants and Potential End Users with Dry and Gel-Based Electrodes.
Ivo Käthner,Sebastian Halder,Christoph Hintermüller,Arnau Espinosa,Christoph Guger,Felip Miralles,Eloisa Vargiu,Stefan Dauwalder,Xavier Rafael-Palou,Marc Solà,Jean Daly,Elaine Armstrong,Suzanne Martin,Andrea Kübler +13 more
TL;DR: A multifunctional P300 BCI with a graphical user interface intended for non-expert set-up and control was designed and implemented to facilitate home use of BCIs and its applications.
Journal ArticleDOI
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks
Xavier Rafael-Palou,Anton Aubanell,Ilaria Bonavita,Mario Ceresa,Gemma Piella,Vicent J. Ribas,Miguel Ángel González Ballester +6 more
TL;DR: A novel method based on a 3D siamese neural network is presented, for the re-identification of nodules in a pair of CT scans of the same patient without the need for image registration.
Book ChapterDOI
Intelligent Healthcare Services to Support Health Monitoring of Elderly
TL;DR: In this article, an approach of intelligent healthcare services to support health monitoring of old people through the project named SAAPHO Here is proposed, definition and architecture of the proposed hea
Proceedings ArticleDOI
Self-serve ICT-based Health Monitoring to Support Active Ageing
Mobyen Uddin Ahmed,Jesica Rivero Espinosa,Alenka Reissner,Àlex Domingo,Hadi Banaee,Amy Loutfi,Xavier Rafael-Palou +6 more
TL;DR: A self-serve ICT-based health monitoring system to support active ageing by assisting seniors to participate in regular monitoring of elderlyâs health condition is presented.