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Xavier Rafael Palou
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2020 – today
- 2021
- [b1]Xavier Rafael Palou:
Detection, quantification, malignancy prediction and growth forecasting of pulmonary nodules using deep learning in follow-up CT scans. Pompeu Fabra University, Spain, 2021 - [j12]Xavier Rafael-Palou
, Anton Aubanell
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. Medical Image Anal. 67: 101823 (2021) - [i6]Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester:
Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. CoRR abs/2103.14537 (2021) - [i5]Xavier Rafael-Palou, Anton Aubanell, Mario Ceresa, Vicent J. Ribas, Gemma Piella, Miguel Ángel González Ballester:
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth. CoRR abs/2104.08789 (2021) - 2020
- [j11]Ilaria Bonavita, Xavier Rafael-Palou
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline. Comput. Methods Programs Biomed. 185: 105172 (2020) - [i4]Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester:
Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks. CoRR abs/2005.11341 (2020)
2010 – 2019
- 2019
- [i3]Ilaria Bonavita, Xavier Rafael-Palou, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester:
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. CoRR abs/1912.08679 (2019) - [i2]Xavier Rafael-Palou, Anton Aubanell, Ilaria Bonavita, Mario Ceresa, Gemma Piella, Vicent J. Ribas, Miguel Ángel González Ballester:
Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks. CoRR abs/1912.10525 (2019) - [i1]Xavier Rafael-Palou, Cecilia Turino, Alexander Steblin, Manuel Sánchez-de-la-Torre, Ferrán Barbé, Eloisa Vargiu:
Comparative Analysis of Predictive Methods for Early Assessment of Compliance with Continuous Positive Airway Pressure Therapy. CoRR abs/1912.12116 (2019) - 2018
- [j10]María Gabriela Valdés, Iván Galván-Femenía, Vicent J. Ribas Ripoll
Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data. BMC Syst. Biol. 12(5): 55-74 (2018) - [j9]Xavier Rafael Palou
Comparative analysis of predictive methods for early assessment of compliance with continuous positive airway pressure therapy. BMC Medical Informatics Decis. Mak. 18(1): 81:1-81:14 (2018) - 2017
- [j8]Xavier Rafael Palou, Eloisa Vargiu, Cecilia Turino, Alexander Steblin, Manuel Sánchez-de-la-Torre, Ferrán Barbé:
Towards an Intelligent Monitoring System for Patients with Obstrusive Sleep Apnea. EAI Endorsed Trans. Ambient Syst. 4(16): e1 (2017) - 2016
- [j7]Carme Zambrana, Xavier Rafael Palou, Eloisa Vargiu:
Sleeping recognition to assist elderly people at home. Artif. Intell. Res. 5(2): 64-69 (2016) - [c12]Xavier Rafael Palou, Carme Zambrana, Stefan Dauwalder, Enrique de la Vega, Eloisa Vargiu, Felip Miralles:
Third Generation Teleassistance: Intelligent Monitoring Makes the Difference. AI-IoT@ECAI 2016: 1-6 - [c11]Xavier Rafael-Palou, Alexander Steblin, Eloisa Vargiu
Remotely Supporting Patients with Obstructive Sleep Apnea at Home. HealthyIoT 2016: 119-124 - 2015
- [j6]Eloisa Vargiu, Xavier Rafael Palou, Felip Miralles:
Experimenting quality of life telemonitoring in a real scenario. Artif. Intell. Res. 4(2): 136-142 (2015) - [j5]Felip Miralles
Brain-Computer Interfaces on Track to Home: Results of the Evaluation at Disabled End-Users' Homes and Lessons Learnt. Frontiers ICT 2: 25 (2015) - [c10]Xavier Rafael Palou, Eloisa Vargiu, Felip Miralles:
Monitoring people that need assistance through a sensor-based system: evaluation and first results. AI-AM/NetMed@AIME 2015: 22-31 - [c9]Mobyen Uddin Ahmed, Jesica Rivero Espinosa, Alenka Reissner, Alex Domingo, Hadi Banaee, Amy Loutfi, Xavier Rafael Palou:
Self-serve ICT-based Health Monitoring to Support Active Ageing. HEALTHINF 2015: 374-382 - [c8]Xavier Rafael-Palou, Carme Zambrana
Home-Based Activity Monitoring of Elderly People Through a Hierarchical Approach. ICT4AgeingWell (Selected Papers) 2015: 145-161 - [c7]Xavier Rafael Palou, Eloisa Vargiu, Guillem Serra, Felip Miralles:
Improving Activity Monitoring Through a Hierarchical Approach. ICT4AgeingWell 2015: 159-168 - 2014
- [c6]Xavier Rafael Palou, Eloisa Vargiu
Monitoring and Supporting People that Need Assistance: The BackHome Experience. DART@AI*IA (Revised and Invited Papers) 2014: 79-96 - [c5]Mobyen Uddin Ahmed, Hadi Banaee
Intelligent Healthcare Services to Support Health Monitoring of Elderly. IoT360 (1) 2014: 178-186 - 2013
- [j4]Jesica Rivero Espinosa, Andrés Iglesias Pérez
SAAPHO: an AAL architecture to provide accessible and usable active aging services for the elderly. ACM SIGACCESS Access. Comput. 107: 17-24 (2013) - 2012
- [j3]Margarida Julià-Sapé
Strategies for annotation and curation of translational databases: the eTUMOUR project. Database J. Biol. Databases Curation 2012 (2012) - [j2]Xavier Rafael Palou
SVGMap: configurable image browser for experimental data. Bioinform. 28(1): 119-120 (2012) - [c4]Pierluigi Casale, Juan Manuel Fernández, Xavier Rafael Palou, Sergi Torrellas, Mojdeh Ratsgoo, Felip Miralles:
Enhancing User Experience with Brain-Computer-Interfaces in Smart Home Environments. Intelligent Environments 2012: 307-310 - 2011
- [j1]Francesc Estanyol, Xavier Rafael Palou, Roman Roset, Miguel Lurgi
A Web-accessible distributed data warehouse for brain tumour diagnosis. Knowl. Eng. Rev. 26(3): 329-351 (2011)
2000 – 2009
- 2009
- [c3]Xavier Rafael Palou, Michael Rovatsos:
Collaborative agent-based learning with limited data exchange. AAMAS (2) 2009: 1191-1192 - [c2]Xavier Rafael Palou, Michael Rovatsos, Mariola Mier-Perez, Magí Lluch i Ariet
Collaborative Agent-Based Learning for Brain Tumour Diagnosis. CCIA 2009: 128-137 - 2007
- [c1]Madalina Croitoru, Bo Hu, Srinandan Dasmahapatra
Conceptual Graphs Based Information Retrieval in HealthAgents. CBMS 2007: 618-623
Coauthor Index
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