يعرض 1 - 20 نتائج من 96 نتيجة بحث عن '"Rafael-Palou, Xavier"', وقت الاستعلام: 0.91s تنقيح النتائج
  1. 1
    Dissertation/ Thesis
    Detection, quantification, malignancy prediction and growth forecasting of pulmonary nodules using deep learning in follow-up CT scans

    المؤلفون: Rafael-Palou, Xavier

    المساهمون: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

    Thesis Advisors: González Ballester, Miguel Ángel, Piella Fenoy, Gemma, Ribas Ripoll, Vicent Jordi

    المصدر: TDX (Tesis Doctorals en Xarxa)

    مصطلحات موضوعية: Lung cancer prediction, Nodule detection, Nodule segmentation, Nodule characterization, Nodule malignancy estimation, Nodule follow-up, Nodule re-identification, Nodule growth forecasting, Uncertainty modelling and quantification, Convolutional neural networks, Variational autoencoders, Siamese neural networks, Generative networks, Transfer learning, Computer vision, Deep learning, Machine learning, Predicció del càncer de pulmó, Detecció de nòduls, Segmentació de nòduls, Caracterització de nòduls, Predicció de malignitat de nòduls, Seguiment de nòduls, Re-identificació de nòduls, Creixement de nòduls, Modelatge i quantificació de la malignitat, Xarxes neuronals convolucionals, Autoencoders variacional, Xarxes neuronals siameses, Xarxes generatives, Aprenentatge per transferència, Pipelines, Visió per computador, Aprenentatge profund, Aprenentatge automàtic

    وصف الملف: application/pdf

    URL الوصول: http://hdl.handle.net/10803/672964

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  2. 2
    Report
    An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Ceresa, Mario, Ribas, Vicent, Piella, Gemma, Ballester, Miguel A. González

    مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Neural and Evolutionary Computing, 68T07, 68T35, I.5.2, I.4.0, I.2.1, I.2.6

    URL الوصول: http://arxiv.org/abs/2104.08789

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  3. 3
    Report
    Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Ceresa, Mario, Ribas, Vicent, Piella, Gemma, Ballester, Miguel A. González

    مصطلحات موضوعية: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, 65D19, 68T10, I.3, I.4

    URL الوصول: http://arxiv.org/abs/2103.14537

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  4. 4
    Report
    Pulmonary Nodule Malignancy Classification Using its Temporal Evolution with Two-Stream 3D Convolutional Neural Networks

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Bonavita, Ilaria, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, Ballester, Miguel A. González

    مصطلحات موضوعية: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/2005.11341

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  5. 5
    Report
    Comparative Analysis of Predictive Methods for Early Assessment of Compliance with Continuous Positive Airway Pressure Therapy

    المؤلفون: Rafael-Palou, Xavier, Turino, Cecilia, Steblin, Alexander, Sánchez-de-la-Torre, Manuel, Barbé, Ferran, Vargiu, Eloisa

    المصدر: BMC Medical Informatics and Decision Making. 81 (2018)

    مصطلحات موضوعية: Computer Science - Machine Learning, Statistics - Applications, Statistics - Machine Learning, J.3

    URL الوصول: http://arxiv.org/abs/1912.12116

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  6. 6
    Report
    Re-Identification and Growth Detection of Pulmonary Nodules without Image Registration Using 3D Siamese Neural Networks

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Bonavita, Ilaria, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, Ballester, Miguel Ángel González

    مصطلحات موضوعية: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

    URL الوصول: http://arxiv.org/abs/1912.10525

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  7. 7
    Report
    Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline

    المؤلفون: Bonavita, Ilaria, Rafael-Palou, Xavier, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, Ballester, Miguel A. González

    المصدر: Computer Methods and Programs in Biomedicine, volume=185,number=105172, pages=1-9, year=2019, publisher=Elsevier

    مصطلحات موضوعية: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

    URL الوصول: http://arxiv.org/abs/1912.08679

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  8. 8
    Academic Journal
    Computer-assisted diagnosis for an early identification of lung cancer in chest X rays

    المؤلفون: Juan, Judith, Monsó, Eduard, Lozano, Carme, Cufí, Marta, Subías-Beltrán, Paula, Ruiz-Dern, Laura, Rafael-Palou, Xavier, Andreu, Marta, Castañer, Eva, Gallardo, Xavier, Ullastres, Anna, Sans, Carles, Lujàn, Manel, Rubiés, Carles, Ribas-Ripoll, Vicent

    المصدر: Scientific Reports ; volume 13, issue 1 ; ISSN 2045-2322

    الاتاحة: http://dx.doi.org/10.1038/s41598-023-34835-z
    https://www.nature.com/articles/s41598-023-34835-z.pdf
    https://www.nature.com/articles/s41598-023-34835-z

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  9. 9
    Academic Journal
    Management and Treatment of Patients With Obstructive Sleep Apnea Using an Intelligent Monitoring System Based on Machine Learning Aiming to Improve Continuous Positive Airway Pressure Treatment Compliance: Randomized Controlled Trial

    المؤلفون: Turino, Cecilia, Benítez, Iván, Rafael-Palou, Xavier, Mayoral, Ana, Lopera, Alejandro, Pascual, Lydia, Vaca, Rafaela, Cortijo, Anunciación, Moncusí Moix, Anna, Dalmases, Mireia, Vargiu, Eloisa, Blanco Alaber, Jordi, Barbé Illa, Ferran, Batlle Garcia, Jordi de

    مصطلحات موضوعية: Obstructive sleep apnea, Continuous positive airway pressure, Patient compliance, Remote monitoring, Machine learning

    Relation: Reproducció del document publicat a https://doi.org/10.2196/24072; Journal of Medical Internet Research, 2021, vol. 23, núm. 10, e24072; http://hdl.handle.net/10459.1/72832; https://doi.org/10.2196/24072

    الاتاحة: http://hdl.handle.net/10459.1/72832
    https://doi.org/10.2196/24072

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  10. 10
    Intelligent Healthcare Services to Support Health Monitoring of Elderly

    المؤلفون: Ahmed, Mobyen Uddin, 1976, Banaee, Hadi, 1986, Rafael-Palou, Xavier, Loutfi, Amy, 1978

    المصدر: SAAPHO INTERNET OF THINGS Lecture Notes of the Institute for Computer Sciences Social Informatics and Telecommunications Engineering. :178-186

    مصطلحات موضوعية: Datavetenskap, Computer Science

    وصف الملف: electronic

    URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-36619
    https://oru.diva-portal.org/smash/get/diva2:747354/FULLTEXT01.pdf

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  11. 11
    Book
    Detection, growth quantification, and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Ceresa, Mario, Ribas, Vicent, Piella, Gemma, González Ballester, Miguel A

    المصدر: Artificial Intelligence in Cancer Diagnosis and Prognosis, Volume 1 ; page 7-1-7-20

    الاتاحة: http://dx.doi.org/10.1088/978-0-7503-3595-9ch7

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  12. 12
    Academic Journal
    Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data

    المؤلفون: Valdés, María Gabriela, Galván Femenía, Iván, Ribas Ripoll, Vicent, Duran Albareda, Xavier, Yokota, Jun, Gavaldà Mestre, Ricard, Rafael-Palou, Xavier, de Cid, Rafael

    المساهمون: Universitat Politècnica de Catalunya. Departament de Ciències de la Computació, Universitat Politècnica de Catalunya. LARCA - Laboratori d'Algorísmia Relacional, Complexitat i Aprenentatge

    مصطلحات موضوعية: Àrees temàtiques de la UPC::Informàtica::Aplicacions de la informàtica::Bioinformàtica, Machine learning, Lungs -- Cancer, Genomics -- Classification, GWAS, Feature selection, Aprenentatge automàtic, Pulmons -- Càncer, Genòmica -- Classificació

    وصف الملف: 20 p.

    Relation: https://bmcsystbiol.biomedcentral.com/articles/10.1186/s12918-018-0615-5; info:eu-repo/grantAgreement/AEI/TIN2017-89244-R; Valdés, M. [et al.]. Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data. "BMC systems biology", 20 Novembre 2018, vol. 12, (Suppl 5):97, p. 55-74.; http://hdl.handle.net/2117/127569

    الاتاحة: http://hdl.handle.net/2117/127569
    https://doi.org/10.1186/s12918-018-0615-5

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  13. 13
    Academic Journal
    Automatic Support for Improving Management and Treatment of Patients with Obtrusive Sleep Apnea Syndrome

    المؤلفون: Rafael-Palou, Xavier, Turino, Cecilia, Steblin, Alexander, Lopera, Alejandro, Peña, Ferran, Mayoral, Ana, Sánchez-de-la-Torre, Manuel, Barbe, Ferran, Blanco, Jordi, Vargiu, Eloisa

    المصدر: International Journal of Integrated Care; Vol. 17: Annual Conference Supplement 2017; A372 ; 1568-4156

    مصطلحات موضوعية: obtrusive sleep apnea, clinical decision support systems, recommender systems, cpap

    وصف الملف: application/pdf

    Relation: https://account.ijic.org/index.php/up-j-ijic/article/view/3690/4463; https://account.ijic.org/index.php/up-j-ijic/article/view/3690

    الاتاحة: https://account.ijic.org/index.php/up-j-ijic/article/view/3690
    https://doi.org/10.5334/ijic.3690

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  14. 14
    Academic Journal
    A Multifunctional Brain-Computer Interface Intended for Home Use: An Evaluation with Healthy Participants and Potential End Users with Dry and Gel-Based Electrodes

    المؤلفون: Käthner, Ivo, Halder, Sebastian, Hintermüller, Christoph, Espinosa, Arnau, Guger, Christoph, Miralles, Felip, Vargiu, Eloisa, Dauwalder, Stefan, Rafael-Palou, Xavier, Solà, Marc, Daly, Jean M., Armstrong, Elaine, Martin, Suzanne, Kübler, Andrea

    مصطلحات موضوعية: ddc:610

    وصف الملف: application/pdf

    Relation: 288566; https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/15792; urn:nbn:de:bvb:20-opus-157925; https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-157925; https://doi.org/10.3389/fnins.2017.00286; https://opus.bibliothek.uni-wuerzburg.de/files/15792/Kaethner_Frontiers_in_Neuroscience.pdf

    الاتاحة: https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/15792
    https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-157925
    https://doi.org/10.3389/fnins.2017.00286
    https://opus.bibliothek.uni-wuerzburg.de/files/15792/Kaethner_Frontiers_in_Neuroscience.pdf

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  15. 15
    Academic Journal
    An Uncertainty-Aware Hierarchical Probabilistic Network for Future Pulmonary Tumour Growth Prediction

    المؤلفون: rafael-palou, xavier, Aubanell, Anton, Ceresa, Mario, Ribas, Vicent, Piella, Gemma, González Ballester, Miguel Ángel

    المصدر: SSRN Electronic Journal ; ISSN 1556-5068

    الاتاحة: http://dx.doi.org/10.2139/ssrn.4031535

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  16. 16
    Academic Journal
    Monitoring Elderly People at Home: Results and Lessons Learned

    المؤلفون: Vargiu, Eloisa, Dauwalder, Stefan, Rafael-Palou, Xavier, Miralles, Felip, Pi-Figueres, Alejandra Millet, Pla i Masip, Lluïsa, Riera Brutau, Cèlia

    المصدر: International Journal of Integrated Care; Vol. 16: Annual Conference Supplement 2016; A275 ; 1568-4156

    مصطلحات موضوعية: tele-assistance, home healthcare, elderly people

    وصف الملف: application/pdf

    Relation: https://account.ijic.org/index.php/up-j-ijic/article/view/2823/3639; https://account.ijic.org/index.php/up-j-ijic/article/view/2823

    الاتاحة: https://account.ijic.org/index.php/up-j-ijic/article/view/2823
    https://doi.org/10.5334/ijic.2823

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  17. 17
    Academic Journal
    Brain–Computer Interfaces on Track to Home: Results of the Evaluation at Disabled End-Users’ Homes and Lessons Learnt

    المؤلفون: Miralles, Felip, Vargiu, Eloisa, Rafael-Palou, Xavier, Solà, Marc, Dauwalder, Stefan, Guger, Christoph, Hintermüller, Christoph, Espinosa, Arnau, Lowish, Hannah, Martin, Suzanne, Armstrong, Elaine, Daly, Jean

    المساهمون: Seventh Framework Programme

    المصدر: Frontiers in ICT ; volume 2 ; ISSN 2297-198X

    الاتاحة: http://dx.doi.org/10.3389/fict.2015.00025

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  18. 18
    Academic Journal
    Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks

    المؤلفون: Rafael-Palou, Xavier, Aubanell, Anton, Bonavita, Ilaria, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, González Ballester, Miguel A.

    المساهمون: Ministerio de Economía y Competitividad, Agència de Gestió d'Ajuts Universitaris i de Recerca

    المصدر: Medical Image Analysis ; volume 67, page 101823 ; ISSN 1361-8415

    الاتاحة: http://dx.doi.org/10.1016/j.media.2020.101823
    https://api.elsevier.com/content/article/PII:S1361841520301870?httpAccept=text/xml
    https://api.elsevier.com/content/article/PII:S1361841520301870?httpAccept=text/plain

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  19. 19
    Academic Journal
    Prediction of Lung Nodule Progression with an Uncertainty-Aware Hierarchical Probabilistic Network.

    المؤلفون: Rafael-Palou, Xavier1,2 (AUTHOR) xavier.rafael@eurecat.org, Aubanell, Anton3 (AUTHOR), Ceresa, Mario1 (AUTHOR), Ribas, Vicent2 (AUTHOR), Piella, Gemma1 (AUTHOR), Ballester, Miguel A. González1,4 (AUTHOR)

    المصدر: Diagnostics (2075-4418). Nov2022, Vol. 12 Issue 11, p2639. 18p.

    مصطلحات موضوعية: *PULMONARY nodules, *INDEPENDENT sets, *FORECASTING, *PHYSICIANS, *EVALUATION methodology

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  20. 20
    Academic Journal
    SVGMap: configurable image browser for experimental data

    المؤلفون: Rafael-Palou, Xavier, Schroeder, Michael P., Lopez-Bigas, Nuria

    مصطلحات موضوعية: GENOME ANALYSIS

    وصف الملف: text/html

    Relation: http://bioinformatics.oxfordjournals.org/cgi/content/short/28/1/119; http://dx.doi.org/10.1093/bioinformatics/btr581

    الاتاحة: http://bioinformatics.oxfordjournals.org/cgi/content/short/28/1/119
    https://doi.org/10.1093/bioinformatics/btr581

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