Machine learning‐based phenogrouping in heart failure to identify responders to cardiac resynchronization therapy
Cikes, Maja, Sanchez‐Martinez, Sergio, Claggett, Brian, Duchateau, Nicolas, Piella, Gemma, Butakoff, Constantine, Pouleur, Anne Catherine, Knappe, Dorit, Biering‐Sørensen, Tor, Kutyifa, Valentina, Moss, Arthur, Stein, Kenneth, Solomon, Scott D., Bijnens, Bart
Published in European journal of heart failure (01.01.2019)
Published in European journal of heart failure (01.01.2019)
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Journal Article
Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline
Bonavita, Ilaria, Rafael-Palou, Xavier, Ceresa, Mario, Piella, Gemma, Ribas, Vicent, González Ballester, Miguel A.
Published in Computer methods and programs in biomedicine (01.03.2020)
Published in Computer methods and programs in biomedicine (01.03.2020)
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Journal Article
Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments
Segarra-Queralt, Maria, Neidlin, Michael, Tio, Laura, Monfort, Jordi, Monllau, Joan Carles, González Ballester, Miguel Á, Alexopoulos, Leonidas G, Piella, Gemma, Noailly, Jérôme
Published in Scientific reports (09.03.2022)
Published in Scientific reports (09.03.2022)
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Journal Article
Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects
Torrents-Barrena, Jordina, Piella, Gemma, Masoller, Narcís, Gratacós, Eduard, Eixarch, Elisenda, Ceresa, Mario, Ballester, Miguel Ángel González
Published in Medical image analysis (01.01.2019)
Published in Medical image analysis (01.01.2019)
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Journal Article
Characterization of clinical data for patient stratification in moderate osteoarthritis with support vector machines, regulatory network models, and verification against osteoarthritis Initiative data
Segarra-Queralt, Maria, Galofré, Mar, Tio, Laura, Monfort, Jordi, Monllau, Joan Carlos, Piella, Gemma, Noailly, Jérôme
Published in Scientific reports (23.05.2024)
Published in Scientific reports (23.05.2024)
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Journal Article
Machine Learning for Clinical Decision-Making: Challenges and Opportunities in Cardiovascular Imaging
Sanchez-Martinez, Sergio, Camara, Oscar, Piella, Gemma, Cikes, Maja, González-Ballester, Miguel Ángel, Miron, Marius, Vellido, Alfredo, Gómez, Emilia, Fraser, Alan G, Bijnens, Bart
Published in Frontiers in cardiovascular medicine (04.01.2022)
Published in Frontiers in cardiovascular medicine (04.01.2022)
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Journal Article
Identifying causative mechanisms linking early-life stress to psycho-cardio-metabolic multi-morbidity: The EarlyCause project
Mariani, Nicole, Borsini, Alessandra, Cecil, Charlotte A M, Felix, Janine F, Sebert, Sylvain, Cattaneo, Annamaria, Walton, Esther, Milaneschi, Yuri, Cochrane, Guy, Amid, Clara, Rajan, Jeena, Giacobbe, Juliette, Sanz, Yolanda, Agustí, Ana, Sorg, Tania, Herault, Yann, Miettunen, Jouko, Parmar, Priyanka, Cattane, Nadia, Jaddoe, Vincent, Lötjönen, Jyrki, Buisan, Carme, González Ballester, Miguel A, Piella, Gemma, Gelpi, Josep L, Lamers, Femke, Penninx, Brenda W J H, Tiemeier, Henning, von Tottleben, Malte, Thiel, Rainer, Heil, Katharina F, Järvelin, Marjo-Riitta, Pariante, Carmine, Mansuy, Isabelle M, Lekadir, Karim
Published in PloS one (21.01.2021)
Published in PloS one (21.01.2021)
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Journal Article
Unveiling interactions between intervertebral disc morphologies and mechanical behavior through personalized finite element modeling
Muñoz-Moya, Estefano, Rasouligandomani, Morteza, Ruiz Wills, Carlos, Chemorion, Francis Kiptengwer, Piella, Gemma, Noailly, Jérôme
Published in Frontiers in bioengineering and biotechnology (10.06.2024)
Published in Frontiers in bioengineering and biotechnology (10.06.2024)
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Journal Article
Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure With Preserved Ejection Fraction
Sanchez-Martinez, Sergio, Duchateau, Nicolas, Erdei, Tamas, Kunszt, Gabor, Aakhus, Svend, Degiovanni, Anna, Marino, Paolo, Carluccio, Erberto, Piella, Gemma, Fraser, Alan G, Bijnens, Bart H
Published in Circulation. Cardiovascular imaging (01.04.2018)
Published in Circulation. Cardiovascular imaging (01.04.2018)
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Journal Article
Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network
Martí-Juan, Gerard, Frías, Marcos, Garcia-Vidal, Aran, Vidal-Jordana, Angela, Alberich, Manel, Calderon, Willem, Piella, Gemma, Camara, Oscar, Montalban, Xavier, Sastre-Garriga, Jaume, Rovira, Àlex, Pareto, Deborah
Published in NeuroImage clinical (01.01.2022)
Published in NeuroImage clinical (01.01.2022)
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Journal Article
Automatic and interpretable prediction of the site of origin in outflow tract ventricular arrhythmias: machine learning integrating electrocardiograms and clinical data
Bocanegra-Pérez, Álvaro J, Piella, Gemma, Sebastian, Rafael, Jimenez-Perez, Guillermo, Falasconi, Giulio, Saglietto, Andrea, Soto-Iglesias, David, Berruezo, Antonio, Penela, Diego, Camara, Oscar
Published in Frontiers in cardiovascular medicine (20.03.2024)
Published in Frontiers in cardiovascular medicine (20.03.2024)
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Journal Article