A Quotient Basis Kernel for the prediction of mortality in severe sepsis patients
Enrique Romero Merino , Alfredo Vellido Alcacena , Juan Carlos Ruiz Rodríguez , Vicent Ribas Ripoll
the european symposium on artificial neural networks 379 -384
2013
Enabling interpretation of the outcome of a human obesity prediction machine learning analysis from genomic data
Alfredo Vellido Alcacena , Vicent Ribas Ripoll , Ahsan Bilal
2018
Feature selection for the accurate prediction of septic and cardiogenic shock ICU mortality in the acute phase.
Alexander Aushev , Vicent Ribas Ripoll , Alfredo Vellido , Federico Aletti
PLOS ONE 13 ( 11) 1 -18
14
2018
Modelling the cardiovascular system for assessing the blood pressure curve
T. G. Myers , Vicent Ribas Ripoll , Anna Sáez de Tejada Cuenca , Sarah L. Mitchell
Mathematics-in-Industry Case Studies 8 ( 1) 2 -2
19
2017
Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data.
Rafael de Cid , María Gabriela Valdés , Iván Galván-Femenía , Vicent Ribas Ripoll
BMC Systems Biology 12 ( 5) 55 -74
2
2018
CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation.
Giuseppe Pezzano , Vicent Ribas Ripoll , Petia Radeva
Computer Methods and Programs in Biomedicine 198 105792 -105792
30
2021
Respect for Autonomy in the Machine Learning Pipeline
Paula Subías-Beltrán , Oriol Pujol , Itziar De Lecuona , Vicent Ribas Ripoll
IOS Press 221 -230
2023
CoLe-CNN+: Context learning-Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation
Giuseppe Pezzano , Oliver Díaz , Vicent Ribas Ripoll , Petia Radeva
Computers in Biology and Medicine 136 104689 -104689
15
2021
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
Bernardo Bollen Pinto , Vicent Ribas Ripoll , Paula Subías-Beltrán , Antoine Herpain
Journal of Clinical Medicine 10 ( 19) 4354 -4354
4
2021
Pipeline design to identify key features in prognosis biomarker analysis using a real lung cancer dataset
María Gabriela Valdés Graterol , Xavier Rafael-Palou , Iván Galván-Femenía , Xavier Duran
International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2017)
2017
Pipeline design to identify key features and classify the chemotherapy response on lung cancer patients using large-scale genetic data
Rafael de Cid María Gabriela Valdés , Ivan Galván-Femenía , Vicent Ribas Ripoll , Xavier Duran
BMC Systems Biology 5 ( 12)
2017
Clustering shock in the acute phase using graphical models
V. Ribas Ripoll , A. Wojdel , M. Ferrario , F. Aletti
Journal of Critical Care 42 380 -381
2017
The Aging Imageomics Study: rationale, design and baseline characteristics of the study population.
Josep Puig , Carles Biarnes , Salvador Pedraza , Joan C. Vilanova
Mechanisms of Ageing and Development 189 111257
13
2020
Is generative artificial intelligence the next step toward a personalized hemodialysis?
Miguel Hueso , Rafael Álvarez , David Marí , Vicent Ribas-Ripoll
Revista de investigación clínica 75 ( 6) 309 -317
3
2023
Computer-assisted diagnosis for an early identification of lung cancer in chest X rays
Judith Juan , Eduard Monsó , Carme Lozano , Marta Cufí
Scientific Reports 13 ( 1) 7720 -7720
3
2023
Human lifespan and sex-specific patterns of resilience to disease: a retrospective population-wide cohort study
Joaquim Sol , Marta Ortega-Bravo , Manuel Portero-Otín , Gerard Piñol-Ripoll
BMC medicine 22 ( 1) 17 -17
1
2024
Assessment of electrocardiograms with pretraining and shallow networks
Anna Wojdel , Pablo Ramos , Josep Brugada , Enrique Romero
Computing in Cardiology 1061 -1064
6
2014
A Pilot Study for Metabolic Profiling of Obesity-Associated Microbial Gut Dysbiosis in Male Wistar Rats.
Miquel Mulero , Antoni Caimari , Josep M Del Bas , Laura Baselga-Escudero
Biomolecules 11 ( 2) 303
2021
ECG assessment based on neural networks with pretraining
Vicent J. Ribas Ripoll , Anna Wojdel , Enrique Romero , Pablo Ramos
soft computing 49 399 -406
27
2016
Metabolite Analysis in Sepsis through Conditional Independence Maps
Vicent J. Ribas Ripoll , Eduardo Romay , Laura Brunelli , Roberta Pastorelli
EMBC 2015 6477 -6480
3
2015
Juan Carlos Ruiz Rodriguez., MD PhD Alfredo Vellido Xavier Rafael Palou Ricard Ferrer Mario Ceresa Gemma Piella Miguel A. González Ballester Federico Aletti Bernardo Bollen Pinto Antoine Herpain Giuseppe Baselli Manuela Ferrario T.G. Myers Sarah Mitchell Mark McGuinness Costanza Conti Alex Aushev Rafael de Cid Enrique Romero