Xavier Rafael-Palou

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Agent-Based Output Drift Detection for Breast Cancer Response Prediction in a Multisite Clinical Decision Support System.
CoRR
Xavier Rafael-Palou, Jose Munuera, Ana Jimenez-Pastor, Richard Osuala, Karim Lekadir, Oliver Díaz
2021 J jnl
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth.
CoRR
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021 J jnl
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans.
CoRR
Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester
2021 J jnl
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks.
Medical Image Anal.
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020 J jnl
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline.
Comput. Methods Programs Biomed.
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2020 J jnl
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks.
CoRR
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019 J jnl
Comparative Analysis of Predictive Methods for Early Assessment of Compliance with Continuous Positive Airway Pressure Therapy.
CoRR
Xavier Rafael-Palou, Cecilia Turino, Alexander Steblin, Manuel Sánchez-de-la-Torre, Ferrán Barbé, Eloisa Vargiu
2019 J jnl
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline.
CoRR
Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2019 J jnl
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks.
CoRR
Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester
2018 J jnl
Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data.
BMC Syst. Biol.
María Gabriela Valdés, Iván Galván-Femenía, Vicent J. Ribas Ripoll, Xavier Duran, Jun Yokota, Ricard Gavaldà, Xavier Rafael-Palou, Rafael de Cid
2016 — conf
Remotely Supporting Patients with Obstructive Sleep Apnea at Home.
HealthyIoT
Xavier Rafael-Palou, Alexander Steblin, Eloisa Vargiu
2015 — conf
Home-Based Activity Monitoring of Elderly People Through a Hierarchical Approach.
ICT4AgeingWell (Selected Papers)
Xavier Rafael-Palou, Carme Zambrana, Eloisa Vargiu, Felip Miralles