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2020 – today
- 2023
[c12]Paula Subías-Beltrán
, Oriol Pujol, Itziar de Lecuona, Vicent J. Ribas Ripoll:
Respect for Autonomy in the Machine Learning Pipeline. CCIA 2023: 221-230- 2021
- [j9]Giuseppe Pezzano, Oliver Díaz, Vicent J. Ribas Ripoll, Petia Radeva:
CoLe-CNN+: Context learning - Convolutional neural network for COVID-19-Ground-Glass-Opacities detection and segmentation. Comput. Biol. Medicine 136: 104689 (2021) - [j8]Giuseppe Pezzano, Vicent J. Ribas Ripoll, Petia Radeva:
CoLe-CNN: Context-learning convolutional neural network with adaptive loss function for lung nodule segmentation. Comput. Methods Programs Biomed. 198: 105792 (2021) - [j7]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. Medical Image Anal. 67: 101823 (2021) - [i5]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) - [i4]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
- [j6]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. Comput. Methods Programs Biomed. 185: 105172 (2020) - [i3]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
- [c11]Mireia Calvo, Isaac Cano, Carme Hernández, Vicent J. Ribas, Felip Miralles, Josep Roca, Raimon Jané:
Class Imbalance Impact on the Prediction of Complications during Home Hospitalization: A Comparative Study. EMBC 2019: 3446-3449 - [i2]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) - [i1]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) - 2018
- [j5]María Gabriela Valdés, Iván Galván-Femenía, Vicent J. Ribas Ripoll, Xavier Duran, Jun Yokota, Ricard Gavaldà, Xavier Rafael-Palou, Rafael de Cid:
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) - [c10]Ahsan Bilal, Alfredo Vellido, Vicent J. Ribas:
Big Data Analytics for Obesity Prediction. CCIA 2018: 141-145 - 2017
- [c9]Alfredo Vellido, Vicent J. Ribas, Carles Morales, Adolfo Ruiz-Sanmartin, Juan Carlos Ruiz-Rodríguez:
Machine Learning for Critical Care: An Overview and a Sepsis Case Study. IWBBIO (1) 2017: 15-30 - 2016
- [j4]Vicent J. Ribas Ripoll, Anna Wojdel, Enrique Romero, Pablo Ramos, Josep Brugada:
ECG assessment based on neural networks with pretraining. Appl. Soft Comput. 49: 399-406 (2016) - [c8]Carles Morales, Vicent J. Ribas, Alfredo Vellido:
Applying Conditional Independence Maps to Improve Sepsis Prognosis. ICDM Workshops 2016: 254-260 - 2015
- [c7]Anna Wojdel, Vicent J. Ribas Ripoll, Miguel Teixidó-Román, Pablo Ramos, Josep Brugada:
Robust detection of ECG waves. CinC 2015: 569-572 - [c6]Vicent J. Ribas Ripoll, Eduardo Romay, Laura Brunelli, Roberta Pastorelli, Gemma Gomà, Ana Navas, Antoni Artigas, Ricard Ferrer:
Metabolite analysis in sepsis through conditional independence maps. EMBC 2015: 6477-6480 - 2014
- [j3]Vicent J. Ribas Ripoll, Alfredo Vellido, Enrique Romero, Juan Carlos Ruiz-Rodríguez:
Sepsis mortality prediction with the Quotient Basis Kernel. Artif. Intell. Medicine 61(1): 45-52 (2014) - [c5]Vicent J. Ribas Ripoll, Anna Wojdel, Pablo Ramos, Enrique Romero, Josep Brugada:
Assessment of Electrocardiograms with Pretraining and Shallow Networks. CinC 2014: 1061-1064 - 2013
- [b1]Vicent J. Ribas:
On the intelligent management of sepsis in the intensive care unit. Polytechnic University of Catalonia, Spain, 2013 - [c4]Vicent J. Ribas Ripoll, Enrique Romero, Juan Carlos Ruiz-Rodríguez, Alfredo Vellido:
A quotient basis kernel for the prediction of mortality in severe sepsis patients. ESANN 2013 - 2012
- [j2]Vicent J. Ribas, Alfredo Vellido, Juan Carlos Ruiz-Rodríguez, Jordi Rello:
Severe sepsis mortality prediction with logistic regression over latent factors. Expert Syst. Appl. 39(2): 1937-1943 (2012) - [j1]Vicent J. Ribas, Alfredo Vellido, Juan Carlos Ruiz-Rodríguez, Jordi Rello:
Corrigendum to "Severe sepsis mortality prediction with logistic regression over latent factors" [Expert Systems with Applications 39 (2) (2012) 1937-1943]. Expert Syst. Appl. 39(18): 13552 (2012) - 2011
- [c3]Vicent J. Ribas, Jesús Caballero Lopez, Anna Sáez de Tejada, Juan Carlos Ruiz-Rodríguez, Adolfo Ruiz-Sanmartin, Jordi Rello, Alfredo Vellido:
On the Use of Graphical Models to Study ICU Outcome Prediction in Septic Patients Treated with Statins. CIBB 2011: 98-111 - [c2]Vicent J. Ribas, Jesús Caballero Lopez, Juan Carlos Ruiz-Rodríguez, Adolf Ruiz-Sanmartin, Jordi Rello, Alfredo Vellido:
On the use of decision trees for ICU outcome prediction in sepsis patients treated with statins. CIDM 2011: 37-43 - [c1]Vicent J. Ribas, Jesús Caballero Lopez, Adolf Ruiz-Sanmartin, Juan Carlos Ruiz-Rodríguez, Jordi Rello, Anna Wojdel, Alfredo Vellido:
Severe sepsis mortality prediction with relevance vector machines. EMBC 2011: 100-103
Coauthor Index
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