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dc.contributor | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
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dc.contributor | Universitat Politècnica de Catalunya. SOCO - Soft Computing |
dc.contributor.author | Mocioiu, Victor |
dc.contributor.author | de Barros, Nuno M. Pedrosa |
dc.contributor.author | Ortega Martorell, Sandra |
dc.contributor.author | Slotboom, Johannes |
dc.contributor.author | Knecht, Urspeter |
dc.contributor.author | Arús, Carles |
dc.contributor.author | Vellido Alcacena, Alfredo |
dc.contributor.author | Julià Sapé, Margarida |
dc.date | 2016 |
dc.identifier.citation | Mocioiu, V., de Barros, N., Ortega, S., Slotboom, J., Knecht, U., Arús, C., Vellido, A., Julià, M. A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases. A: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. "ESANN 2016 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: Bruges (Belgium), 27-29 April 2016". Bruges: I6doc.com, 2016, p. 247-252. |
dc.identifier.citation | 978-287587027-8 |
dc.identifier.uri | http://hdl.handle.net/2117/97584 |
dc.language.iso | eng |
dc.publisher | I6doc.com |
dc.relation | https://www.elen.ucl.ac.be/Proceedings/esann/esannpdf/es2016-82.pdf |
dc.relation | info:eu-repo/grantAgreement/EC/FP7/316679/EU/Transforming Magnetic Resonance Spectroscopy into a Clinical Tool/TRANSACT |
dc.rights | info:eu-repo/semantics/openAccess |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Aprenentatge automàtic |
dc.subject | Machine learning |
dc.subject | Adaptive boosting |
dc.subject | Complex networks |
dc.subject | Decision trees |
dc.subject | Discriminant analysis |
dc.subject | Extraction |
dc.subject | Face recognition |
dc.subject | Factorization |
dc.subject | Neural networks |
dc.subject | Pathology |
dc.subject | Pipelines |
dc.subject | Brain metastasis |
dc.subject | Knowledge extraction |
dc.subject | Linear discriminant analysis |
dc.subject | Logistic regressions |
dc.subject | Medical domains |
dc.subject | Medical practice |
dc.subject | Nonnegative matrix factorization |
dc.subject | Source extraction |
dc.subject | Aprenentatge automàtic |
dc.title | A machine learning pipeline for supporting differentiation of glioblastomas from single brain metastases |
dc.type | info:eu-repo/semantics/publishedVersion |
dc.type | info:eu-repo/semantics/conferenceObject |
dc.description.abstract | |
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