Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase
Aushev, Alexander, Ripoll, Vicent Ribas, Vellido, Alfredo, Aletti, Federico, Pinto, Bernardo Bollen, Herpain, Antoine, Post, Emiel Hendrik, Medina, Eduardo Romay, Ferrer, Ricard, Baselli, Giuseppe, Bendjelid, Karim
Published in PloS one (20.11.2018)
Published in PloS one (20.11.2018)
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Sepsis mortality prediction with the Quotient Basis Kernel
Ribas Ripoll, Vicent J, Vellido, Alfredo, Romero, Enrique, Ruiz-Rodríguez, Juan Carlos
Published in Artificial intelligence in medicine (01.05.2014)
Published in Artificial intelligence in medicine (01.05.2014)
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Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data
Valdés, María Gabriela, Galván-Femenía, Iván, Ripoll, Vicent Ribas, Duran, Xavier, Yokota, Jun, Gavaldà, Ricard, Rafael-Palou, Xavier, de Cid, Rafael
Published in BMC systems biology (20.11.2018)
Published in BMC systems biology (20.11.2018)
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Application of an Exploratory Knowledge-Discovery Pipeline Based on Machine Learning to Multi-Scale OMICS Data to Characterise Myocardial Injury in a Cohort of Patients with Septic Shock: An Observational Study
Bollen Pinto, Bernardo, Ribas Ripoll, Vicent, Subías-Beltrán, Paula, Herpain, Antoine, Barlassina, Cristina, Oliveira, Eliandre, Pastorelli, Roberta, Braga, Daniele, Barcella, Matteo, Subirats, Laia, Bauzá-Martinez, Julia, Odena, Antonia, Ferrario, Manuela, Baselli, Giuseppe, Aletti, Federico, Bendjelid, Karim
Published in Journal of clinical medicine (24.09.2021)
Published in Journal of clinical medicine (24.09.2021)
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Journal Article
Human lifespan and sex-specific patterns of resilience to disease: a retrospective population-wide cohort study
Sol, Joaquim, Ortega-Bravo, Marta, Portero-Otín, Manuel, Piñol-Ripoll, Gerard, Ribas-Ripoll, Vicent, Artigues-Barberà, Eva, Butí, Miquel, Pamplona, Reinald, Jové, Mariona
Published in BMC medicine (08.01.2024)
Published in BMC medicine (08.01.2024)
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Journal Article
ECG assessment based on neural networks with pretraining
Ribas Ripoll, Vicent J., Wojdel, Anna, Romero, Enrique, Ramos, Pablo, Brugada, Josep
Published in Applied soft computing (01.12.2016)
Published in Applied soft computing (01.12.2016)
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Computer-assisted diagnosis for an early identification of lung cancer in chest X rays
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
Published in Scientific reports (12.05.2023)
Published in Scientific reports (12.05.2023)
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Journal Article
Blood Pressure Assessment with Differential Pulse Transit Time and Deep Learning: A Proof of Concept
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A Pilot Study for Metabolic Profiling of Obesity-Associated Microbial Gut Dysbiosis in Male Wistar Rats
Hernandez-Baixauli, Julia, Puigbò, Pere, Torrell, Helena, Palacios-Jordan, Hector, Ripoll, Vicent J Ribas, Caimari, Antoni, Del Bas, Josep M, Baselga-Escudero, Laura, Mulero, Miquel
Published in Biomolecules (Basel, Switzerland) (18.02.2021)
Published in Biomolecules (Basel, Switzerland) (18.02.2021)
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Journal Article
Metabolite analysis in sepsis through conditional independence maps
Ribas Ripoll, Vicent, Romay, Eduardo, Brunelli, Laura, Pastorelli, Roberta, Goma, Gemma, Navas, Ana, Artigas, Antoni, Ferrer, Ricard
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
Published in 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.08.2015)
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Conference Proceeding
Journal Article
Robust detection of ECG waves
Wojdel, Anna, Ribas Ripoll, Vicent J., Teixido-Roman, Miguel, Ramos, Pablo, Brugada, Josep
Published in 2015 Computing in Cardiology Conference (CinC) (01.09.2015)
Published in 2015 Computing in Cardiology Conference (CinC) (01.09.2015)
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Conference Proceeding
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Machine learning in critical care: state-of-the-art and a sepsis case study
Vellido, Alfredo, Ribas, Vicent, Morales, Carles, Ruiz Sanmartín, Adolfo, Ruiz Rodríguez, Juan Carlos
Published in Biomedical engineering online (20.11.2018)
Published in Biomedical engineering online (20.11.2018)
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The Aging Imageomics Study: rationale, design and baseline characteristics of the study population
Puig, Josep, Biarnes, Carles, Pedraza, Salvador, Vilanova, Joan C., Pamplona, Reinald, Fernández-Real, José Manuel, Brugada, Ramon, Ramos, Rafel, Coll-de-Tuero, Gabriel, Calvo-Perxas, Laia, Serena, Joaquin, Ramió-Torrentà, Lluís, Gich, Jordi, Gallart, Lluis, Portero-Otin, Manel, Alberich-Bayarri, Angel, Jimenez-Pastor, Ana, Camacho-Ramos, Eduardo, Mayneris-Perxachs, Jordi, Pineda, Victor, Font, Raquel, Prats-Puig, Anna, Gacto, Mariano-Luis, Deco, Gustavo, Escrichs, Anira, Clotet, Bonaventura, Paredes, Roger, Negredo, Eugenia, Triaire, Bruno, Rodríguez, Manuel, Heredia-Escámez, Alberto, Coronado, Rafael, de Graaf, Wolter, Prevost, Valentin, Mitulescu, Anca, Daunis-i-Estadella, Pepus, Thió-Henestrosa, Santiago, Miralles, Felip, Ribas-Ripoll, Vicent, Puig-Domingo, Manel, Essig, Marco, Figley, Chase R., Figley, Teresa D., Albensi, Benedict, Ashraf, Ahmed, Reiber, Johan H.C., Schifitto, Giovanni, Md Nasir, Uddin, Leiva-Salinas, Carlos, Wintermark, Max, Nael, Kambiz, Vilalta-Franch, Joan, Barretina, Jordi, Garre-Olmo, Josep
Published in Mechanisms of ageing and development (01.07.2020)
Published in Mechanisms of ageing and development (01.07.2020)
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Journal Article
Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase
Aushev, Alexander, Vicent Ribas Ripoll, Vellido, Alfredo, Aletti, Federico, Bernardo Bollen Pinto, Bendjelid, Karim, Herpain, Antoine, Post, Emiel Hendrik, Eduardo Romay Medina, Ferrer, Ricard, Baselli, Giuseppe
Published in bioRxiv (24.09.2018)
Published in bioRxiv (24.09.2018)
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Paper
Assessment of electrocardiograms with pretraining and shallow networks
Ribas Ripoll, Vicent, Wojdel, Anna, Ramos, Pablo, Romero Merino, Enrique, Brugada Terradellas, Josep
Year of Publication 2014
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Year of Publication 2014
Publication
Assessment of electrocardiograms with pretraining and shallow networks
Ripoll, Vicent J. Ribas, Wojdel, Anna, Ramos, Pablo, Romero, Enrique, Brugada, Josep
Published in Computing in Cardiology 2014 (01.09.2014)
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Published in Computing in Cardiology 2014 (01.09.2014)
Conference Proceeding