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2023 (45)

Andrzejak R.G.; Espinoso A.. Chimera states in multiplex networks: Chameleon-like across-layer synchronization. Chaos 2023; 33(5).

Payette K, Li HB, de Dumast P, Licandro R, Ji H, Siddiquee MMR, Xu D, Myronenko A, Liu H, Pei Y, Wang L, Peng Y, Xie J, Zhang H, Dong G, Fu H, Wang G, Rieu ZH, Kim D, Kim HG, Karimi D, Gholipour A, Torres HR, Oliveira B, Vilaca JL, Lin Y, Avisdris N, Ben-Zvi O, Bashat DB, Fidon L, Aertsen M, Vercauteren T, Sobotka D, Langs G, Alenya M, Villanueva MI, Camara O, Fadida BS, Joskowicz L, Weibin L, Yi L, Xuesong L, Mazher M, Qayyum A, Puig D, Kebiri H, Zhang Z, Xu X, Wu D, Liao K, Wu Y, Chen J, Xu Y, Zhao L, Vasung L, Menze B, Cuadra MB, Jakab A. Fetal brain tissue annotation and segmentation challenge results. Medical Image Analysis 2023; 88(0).

Vellve K, Sepulveda-Martinez A, Rodriguez-Lopez M, Crovetto F, Bernardino G, Burgos F, Faner R, Agusti A, Bijnens B, Gratacos E, Crispi F, Blanco I. Lung function in young adults born small for gestational age at term. Respirology 2023; 28(2): 183-186.

Penela D, Falasconi G, Carreño JM, Soto-Iglesias D, Fernandez-Armenta J, Acosta J, Marti-Almor J, Benito B, Bellido A, Chauca A, Scherer C, Viveros D, Alderete J, Silva E, Ordoñez A, Francisco-Pascual J, Rivas-Gandara N, Meca-Santamaria J, Franco P, De Lucia C, Ali H, Cappato R, Camara O, Francia P, Berruezo A. A hybrid clinical and electrocardiographic score to predict the origin of outflow tract ventricular arrhythmias. Journal of Interventional Cardiac Electrophysiology 2023; 0(0).

Planinc I, Ilic I, Dejea H, Garcia-Canadilla P, Gasparovic H, Jurin H, Milicic D, Skoric B, Stampanoni M, Bijnens B, Bonnin A, Cikes M. A Novel Three-Dimensional Approach Towards Evaluating Endomyocardial Biopsies for Follow-Up After Heart Transplantation: X-Ray Phase Contrast Imaging and Its Agreement With Classical Histopathology. Transplant International 2023; 36(0).

De Vente C, Vermeer KA, Jaccard N, Wang H, Sun H, Khader F, Truhn D, Aimyshev T, Zhanibekuly Y, Le TD, Galdran A, Gonzalez-Ballester MA, Carneiro G, Devika RG, Hrishikesh PS, Puthussery D, Liu H, Yang Z, Kondo S, Kasai S, Wang E, Durvasula A, Heras J, Zapata MA, Araújo T, Aresta G, Bogunovic H, Arikan M, Lee YC, Cho HB, Choi YH, Imran Razzak AQ, Van Ginneken B, Lemij HG, Sanchez CI. AIROGS: Artificial intelligence for robust glaucoma screening challenge. IEEE Transactions on Medical Imaging 2023; 1, 2( ).

Masias M, Ramirez-Mahaluf JP, Valli I, Ortuño M, Ilzarbe D, De la Serna E, Puig-Navarro O, Crossley N, Gonzalez-Ballester MA, Baeza I, Piella G, Castro-Fornieles J, Sugranyes G. Altered temporal dynamics of resting-state fMRI in early-onset first-episode psychosis.. Schizophrenia Bulletin 2023; ( ).

Urru A, Nakaki A, Benkarim O, Crovetto F, Segales L, Comte V, Hahner N, Eixarch E, Gratacos E, Crispi F, Piella G, Gonzalez-Ballester MA. An automatic pipeline for atlas-based fetal and neonatal brain segmentation and analysis. Computer Methods and Programs in Biomedicine 2023; 230(0): 107334-107334.

Bernardino G, Sepulveda-Martinez A, Rodriguez-Lopez M, Prat-Gonzalez S, Pajuelo C, Perea RJ, Caralt MT, Crovetto F, Gonzalez-Ballester MA, Sitges M, Bijnens B, Crispi F. Association of central obesity with unique cardiac remodelling in young adults born small for gestational age. European Heart Journal Cardiovascular Imaging 2023; 24(7): 930-937.

Cetin I, Stephens M, Camara O, Gonzalez-Ballester MA. Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders. Computerized Medical Imaging and Graphics 2023; 104( ): 102158-102158.

Morales A, Alomar A, Porras AR, Linguraru MG, Piella G, Sukno FM. BabyNet: reconstructing 3D faces of babies from uncalibrated photographs. Pattern Recognition 2023; (139).

Mas-Stachurska A, Bouma BJ, de Bruin Bon R, Mulder B, Bijnens B, Sitges M. Cardiac remodeling in patients with Marfan syndrome: impact of gender and vasodilator therapy Remodelado cardiaco asociado con el síndrome de Marfan: impacto del sexo y el tratamiento vasodilatador. Revista Espanola de Cardiologia 2023; 76(1): 70-71.

Riera M, Sastre B, Rodríguez J, García J, González Ballester MA. Classification of pancreatic cystic lesions with multiple annotators merging techniques. International Journal of Computer Assisted Radiology and Surgery 2023; 18( ): 115-116.

Mill J, Montoliu H, Moustafa AH, Olivares AL, Albors C, Aguado AM, Medina E, Ceresa M, Freixa X, Arzamendi D, Cochet H, Camara O. Domain expert evaluation of advanced visual computing solutions and 3D printing for the planning of the left atrial appendage occluder interventions. International Journal of Bioprinting 2023; 9(1): 258-274.

Nakaki A, Crovetto F, Urru A, Piella G, Borras R, Comte V, Vellvé K, Paules C, Segalés L, Dacal M, Gomez Y, Youssef L, Casas R, Castro-Barquero S, Martín-Asuero A, Oller Guzmán T, Morilla I, Martínez-Àran A, Camacho A, Pascual Tutusaus M, Arranz A, Rebollo-Polo M, Gomez-Chiari M, Bargallo N, Pozo ÓJ, Gomez-Gomez A, Izquierdo Renau M, Eixarch E, Vieta E, Estruch R, Crispi F, Gonzalez-Ballester MA, Gratacós E. Effects of Mediterranean diet or mindfulness-based stress reduction on fetal and neonatal brain development: a secondary analysis of a randomized clinical trial. American Journal of Obstetrics and Gynecology 2023; 14(5).

Andrzejak RG, Espinoso A, García-Portugués E, Pewsey A, Epifanio J, Leguia MG, Schindler K. High expectations on phase locking: Better quantifying the concentration of circular data. Chaos 2023; 33( ).

Camera F, Colantoni E, Garcia-Sanchez T, Benassi B, Consales C, Muscat A, Vallet L, Mir LM, Andre F, Merla C. In Vitro Imaging and Molecular Characterization of Ca2+ Flux Modulation by Nanosecond Pulsed Electric Fields. International Journal of Molecular Sciences 2023; 24(21).

Martin-Saladich Q, Simo R, Aguade-Bruix S, Simo-Servat O, Aparicio-Gomez C, Hernandez C, Ramirez-Serra C, Pizzi MN, Roque A, Gonzalez-Ballester MA, Herance JR. Insights into insulin resistance and calcification in the Myocardium in type 2 dDiabetes: a coronary artery analysis. International Journal of Molecular Sciences 2023; 24(4).

Marti-Juan G, Lorenzi M, Piella G. MC-RVAE: multi-channel recurrent variational autoencoder for multimodal Alzheimer¿s disease progression modelling. NeuroImage 2023; 268( ).

Jimenez-Sanchez A, Tardy M, Gonzalez-Ballester MA, Mateus D, Piella G. Memory-aware curriculum federated learning for breast cancer classification. Computer Methods and Programs in Biomedicine 2023; 229(107318): 1-10.

Zhao D, Ferdian E, Maso Talou GD, Quill GM, Gilbert K, Wang VY, Babarenda Gamage TP, Pedrosa J, D¿hooge J, Sutton TM, Lowe BS, Legget ME, Ruygrok PN, Doughty RN, Camara O, Young AA, Nash MP. MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging. Frontiers in Cardiovascular Medicine 2023; 9(0).

Galdran A, Verjans J, Carneiro G, González Ballester MA. Multi-head multi-loss model calibration. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023; ( ).

Segarra-Queralt M, Piella G, Noailly J. Network-based modelling of mechano-inflammatory chondrocyte regulation in early osteoarthritis. Frontiers in Bioengineering and Biotechnology 2023; 11( ).

Becerra-Fajardo L, Minguillon J, Comerma A, Ivorra A. Networks of Injectable Microdevices Powered and Digitally Linked by Volume Conduction for Neuroprosthetics: A Proof-of-Concept. Proceedings of the International IEEE/EMBS Conference on Neural Engineering 2023; 2023-April(0).

Galdran A, Carneiro G, Gonzalez Ballester MA. On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023; 13797 LNCS(0): 40-51.

Falasconi G, Penela D, Soto-Iglesias D, Francia P, Teres C, Saglietto A, Jauregui B, Viveros D, Bellido A, Alderete J, Meca-Santamaria J, Franco P, Gaspardone C, San Antonio R, Huguet M, Cámara Ó, Ortiz-Pérez JT, Martí-Almor J, Berruezo A. Personalized pulmonary vein antrum isolation guided by left atrial wall thickness for persistent atrial fibrillation. Europace 2023; 25(5).

Perera-Bel E, Aycock KN, Salameh Z, Gómez-Barea M, Davalos RV, Ivorra A, Gonzalez-Ballester MA. PIRET-A platform for treatment planning in electroporation-based therapies. IEEE Transactions on Biomedical Engineering 2023; 70(6): 1902-1910.

Minguillon J, Tudela-Pi M, Becerra-Fajardo L, Perera-Bel E, Del-Ama AJ, Gil-Agudo A, Megia-Garcia A, Garcia-Moreno A, Ivorra A. Powering electronic implants by high frequency volume conduction: in human validation. IEEE Transactions on Biomedical Engineering 2023; 70(2): 659-670.

Masias M, González Ballester MA, Piella G. Predicting structural brain trajectories with discrete optimal transport normalizing flows. International Journal of Computer Assisted Radiology and Surgery 2023; 18( ).

Falasconi G, Penela D, Soto-Iglesias D, Francia P, Teres C, Viveros D, Bellido A, Alderete J, Meca-Santamaria J, Franco P, Ordoñez A, Diaz-Escofet M, Matiello M, Maldonado G, Scherer C, Huguet M, Camara O, Ortiz-Perez JT, Marti-Almor J, Berruezo A. Preventive substrate ablation in chronic post-myocardial infarction patients with high-risk scar characteristics for ventricular arrhythmias: rationale and design of PREVENT-VT study. Journal of Interventional Cardiac Electrophysiology 2023; 66(1): 39-47.

Rasouligandomani M, del Arco A, Pellisé F, Gonzalez-Ballester MA, Galbusera F, Noailly J. Proximal junction failure in spine surgery: integrating geometrical and biomechanical descriptors improves GAP score-based assessment.. Spine 2023; 48(15): 1072-1081.

Akazawa Y, Fujioka T, Yazaki K, Strbad M, Horer J, Kuhn A, Hui W, Slorach C, Roehlig C, Mertens L, Bijnens BH, Vogt M, Friedberg MK. Right Ventricular Electromechanical Dyssynchrony and Its Relation to Right Ventricular Remodeling, Dysfunction, and Exercise Capacity in Ebstein Anomaly. Journal of the American Society of Echocardiography 2023; 36(6): 634-643.

Rao S, Hasan BS, Hoodbhoy Z, Habib I, Mohsin S, Tomredle R, Ashiqali S, Tipoo FA, Cartoski MJ, Bijnens B, Chowdhury D. Role of myocardial deformation imaging in transfusion-dependent thalassemia¿Correlation with severity of myocardial siderosis. Progress in Pediatric Cardiology 2023; 68(0).

Andrzejak RG, Zaveri HP, Schulze-Bonhage A, Leguia MG, Stacey WC, Richardson MP, Kuhlmann L, Lehnertz K. Seizure forecasting: Where do we stand?. Epilepsia 2023; 0(0): 1-10.

Comte V, Alenyà M, Urru A, Nakaki A, Crovetto F, Camara O, Eixarch E, Crispi F, Piella G, Ceresa M, González Ballester MA. Unsupervised segmentation of fetal brain MR images using multi-atlas segmentation and cascaded registration. International Journal of Computer Assisted Radiology and Surgery 2023; 18( ): 97-98.

Marti-Juan G, Sastre-Garriga J, Martinez-Heras E, Vidal-Jordana A, Llufriu S, Groppa S, Gonzalez-Escamilla G, Rocca MA, Filippi M, Høgestøl EA, Harbo HF, Foster MA, Toosy AT, Schoonheim MM, Tewarie P, Pontillo G, Petracca M, Rovira A, Deco G, Pareto D. Using The Virtual Brain to study the relationship between structural and functional connectivity in patients with multiple sclerosis: a multicenter study. Cerebral Cortex 2023; 33(12): 7322-7334.

Fraser AG, Biasin E, Bijnens B, Bruining N, Caiani EG, Cobbaert K, Davies RH, Gilbert SH, Hovestadt L, Kamenjasevic E, Kwade Z, McGauran G, O¿connor G, Vasey B, Rademakers FE. Artificial intelligence in medical device software and high-risk medical devices¿a review of definitions, expert recommendations and regulatory initiatives. Expert Review of Medical Devices 2023; 20(6): 467-491.

Cresti A, Camara O. Left Atrial Thrombus¿Are All Atria and Appendages Equal?. Cardiac Electrophysiology Clinics 2023; 15(2): 119-132.

Mateos Arriola J., González Ballester M.A., Noailly J. Computational model of guided growth in immature skeleton for custom-made correction of deformities. In: AA. VV.. 10th International Conference on Computational Bioengineering (ICCB 2023). Vienna: Vienna University of Technology; 2023.

Becerra-Fajardo L, Minguillon J, Comerma A, Ivorra A. Networks of injectable microdevices powered and digitally linked by volume conduction for neuroprosthetics: a proof-of-concept.. In: AA. VV.. 1th International IEEE/EMBS Conference on Neural Engineering (NER 2023). Baltimore: IEEE; 2023.

Tassani S, Chaves P, Mendoza J, Ramirez J, Beardsley M, Hernandez-Leo D, Portero-Tresserra M, González Ballester M.A, Noailly J. Breathing as a mediator between postural stability and anxiety in students. In: AA. VV.. ESBiomech23: 28th Congress of the European Society of Biomechanics. Maastricht: European Society of Biomechanics; 2023.

Martín Saladich Q, Pericàs JM, Ciudin A, Ramirez-Serra C, Escobar M, Rivera-Esteban J, Aguadé-Bruix S, González Ballester MA, Herance JR. Metabolic-associated fatty liver voxel-based quantification on CT images using a contrast adapted automatic tool. In: AA. VV.. European Molecular Imaging Meeting (EMIM 2023). Salzburg: European Society for Molecular Imaging; 2023.

Natarajan S, Tiulpin A, Humbert L, González Ballester MA. MRI2MESH: Intervertebral disc mesh generation from low resolution MRI using graph neural networks with cross level feature fusion. In: AA. VV.. IEEE International Symposium on Biomedical Imaging (ISBI 2023). Cartagena de Indias: IEEE; 2023.

Txurio MS, López-Linares RK, Marcos-Carrión A, Castellote-Huguet P, Santabárbara-Gómez JM, Macía Oliver I, González Ballester MA. Diffusion Models for Realistic CT Image Generation. In: Chen YW, Tanaka S, Howlett RJ, Jain LC (eds). Innovation in Medicine and Healthcare. KES InMed. Singapur: Springer; 2023. p. 335-344.

Txurio MS, Román, KLL, Marcos-Carrión A, Castellote-Huguet P, Santabárbara-Gómez JM, Oliver I, Ballester MA. Diffusion Models for Realistic CT Image Generation. In: López-López PC, Torres-Toukoumidis A, De-Santis A, Avilés O, Barredo D.. Smart Innovation, Systems and Technologies. Springer Science and Business Media Deutschland GmbH; 2023. p. 335-344.

2022 (66)

Dejea H.; Schleputz C.M.; Mendez-Carmona N.; Arnold M.; Garcia-Canadilla P.; Longnus S.L.; Stampanoni M.; Bijnens B.; Bonnin A.. A tomographic microscopy-compatible Langendorff system for the dynamic structural characterization of the cardiac cycle. Frontiers in Cardiovascular Medicine 2022; 9(0).

Soveral I.; Guirado L.; Escobar-Diaz M.C.; Alcaide M.J.; Martinez J.M.; Rodriguez-Sureda V.; Bijnens B.; Antolin E.; Llurba E.; Bartha J.L.; Gomez O.; Crispi F.. Cord Blood Cardiovascular Biomarkers in Left-Sided Congenital Heart Disease. Journal of Clinical Medicine 2022; 11(23).

Garcia-Canadilla P.; Mohun T.J.; Bijnens B.; Cook A.C.. Detailed quantification of cardiac ventricular myocardial architecture in the embryonic and fetal mouse heart by application of structure tensor analysis to high resolution episcopic microscopic data. Frontiers in Cell and Developmental Biology 2022; 10(0).

Montserrat S.; Gabrielli L.; Borras R.; Cascos E.; Castella M.; Sanchis L.; Bijnens B.; Mont L.; Sitges M.. Percutaneous or mini-invasive surgical radiofrequency re-ablation of atrial fibrillation: Impact on atrial function and echocardiographic predictors of short and long-term success. Frontiers in Cardiovascular Medicine 2022; 9(0).

Garcia-Sanchez T.; Amoros-Figueras G.; Jorge E.; Campos M.C.; Maor E.; Guerra J.M.; Ivorra A.. Parametric study of pulsed field ablation with biphasic waveforms in an in vivo heart model: the role of frequency. Circulation: Arrhythmia and Electrophysiology 2022; ( ): 1-43.

Adão R.; Bijnens B.. At the heart of artificial intelligence: the future might well be based on synthetic cells. Cardiovascular Research 2022; 118(12).

Evangelista A.; Pineda V.; Guala A.; Bijnens B.; Cuellar H.; Rudenick P.; Sao-Aviles A.; Ruiz A.; Teixido-Tura G.; Rodriguez-Lecoq R.; Bellmunt S.; Ferreira I.; Rodriguez-Palomares J.. False Lumen Flow Assessment by Magnetic Resonance Imaging and Long-Term Outcomes in Uncomplicated Aortic Dissection. Journal of the American College of Cardiology 2022; 79(24): 2415-2427.

Teres C.; Soto-Iglesias D.; Penela D.; Jauregui B.; Ordoñez A.; Chauca A.; Carreño J.M.; Scherer C.; Huguet M.; Ramirez C.; Mandujano J.T.; Maldonado G.; Panaro A.; Carballo J.; Camara O.; Ortiz-Perez J.T.; Berruezo A.. Relationship between the posterior atrial wall and the esophagus: esophageal position during atrial fibrillation ablation.. Heart Rhythm O2 2022; 3(3): 252-260.

Tassani S.; Mancini M.; Perilli E.; Ramirez J.. Editorial: Cross-Disciplinary Approaches to Characterize Gait and Posture Disturbances in Aging and Related Diseases. Frontiers in Bioengineering and Biotechnology 2022; 10(0).

Cresti A.; Camara O.. Left atrial thrombus - Are all atria and appendages equal?.. Interventional Cardiology Clinics 2022; 11(2): 121-134.

Espinoso A.; Andrzejak R.G.. Phase irregularity: a conceptually simple and efficient approach to characterize electroencephalographic recordings from epilepsy patients. Physical Review E 2022; 105(3): 1-17.

Bernardino G.; Clarysse P.; Sepulveda-Martinez A.; Rodriguez-Lopez M.; Prat-Gonzalez S.; Sitges M.; Gratacos E.; Crispi F.; Duchateau N.. Hierarchical Multi-modality Prediction Model to Assess Obesity-Related Remodelling. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13131 LNCS(0): 103-112.

Gomez-Barea M, Garcia-Sanchez T, Ivorra A. A computational comparison of radiofrequency and pulsed field ablation in terms of lesion morphology in the cardiac chamber. Scientific Reports 2022; 12(1).

Piella G.. A framework to combine vector-valued metrics into a scalar-metric: Application to data comparison. Applications of Mathematics 2022; 68(2): 143-152.

Benkarim O, Paquola C, By P., Royer J, Rodriguez-Cruces R, Vos de Wael R, Misic B, Piella G, Bernhardt BC. A Riemannian approach to predicting brain function from the structural connectome. NeuroImage 2022; (257): 1-14.

Falasconi G, Penela D, Soto-Iglesias D, Jauregui B, Chauca A, Antonio RS, Ordoñez A, Teres C, Carreño JM, Scherer C, Viveros D, Huguet M, Torres J, Vergara P, Maldonado G, Panaro A, Camara O, Berruezo A. A standardized stepwise zero-fluoroscopy approach with transesophageal echocardiography guidance for atrial fibrillation ablation. Journal of Interventional Cardiac Electrophysiology 2022; 64(3): 629-639.

Liu Y, Wang X, Wu Z, Lopez-Linares K, Macia I, Ru X, Zhao H, Gonzalez-Ballester MA, Zhang C. Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. Medical Image Analysis 2022; 75(102249): 1-19.

Riera M, García J, Rodríguez J, González Ballester MA. Automatic CT segmentation and classification of pancreatic cancer including uncertainty maps. International Journal of Computer Assisted Radiology and Surgery 2022; 17(Suppl. 1): 142-143.

Consales C.; Merla C.; Benassi B.; Garcia-Sanchez T.; Muscat A.; Andre F.M.; Marino C.; Mir L.M.. Biological effects of ultrashort electric pulses in a neuroblastoma cell line: the energy density role. International Journal of Radiation Biology 2022; 98(1): 109-121.

Jimenez-Sanchez A, Mateus D, Kirchhoff S, Kirchhoff C, Biberthaler P, Navab N, Gonzalez-Ballester MA, Piella G. Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analysis 2022; 75( ): 1-12.

Marti-Juan G, Frias M, Garcia-Vidal A, Vidal-Jordana A, Alberich M, Calderon W, Piella G, Camara O, Montalban X, Sastre-Garriga J, Rovira A, Pareto D. Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network. NeuroImage 2022; 36( ): 1-8.

Cañadas Gomez D, Morales Ferez X, Camara Rey O. Geometrical Deep Learning for the Estimation of Residence Time in the Left Atria. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 211-220.

Villanueva M.I.; Lopez M.; Sanchez S.; Garcia-Cañadilla P.; Randanne P.C.; Hawkins A.; Eixarch E.; Bonet-Carne E.; Gratacos E.; Crispi F.; Bijnens B.; Bernardino G.. Haemodynamic Changes in the Fetal Circulation Post-connection to an Artificial Placenta: A Computational Modelling Study. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 46-55.

Herance JR, Martin-Saladich Q, Velasquez MA, Hernandez C, Aparicio C, Ramirez-Serra C, Ferrer R, Giralt-Arnaiz M, Gonzalez-Ballester MA, Pericas JM, Castell-Conesa J, Aguade-Bruix S, Simo R. Identification of myocardial insulin resistance by using liver tests: a simple approach for clinical practice. International Journal of Molecular Sciences 2022; 23(15): 1-12.

Planas E.; Mill J.; Olivares A.L.; Morales X.; Pons M.I.; Iriart X.; Cochet H.; Camara O.. In-silico Analysis of Device-Related Thrombosis for Different Left Atrial Appendage Occluder Settings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13131 LNCS(0): 160-168.

Pons MI, Mill J, Fernandez-Quilez A, Olivares AL, Silva E, De Potter T, Camara O. Joint analysis of morphological parameters and in silico haemodynamics of the left atrial appendage for thrombogenic risk assessmen. Journal of Interventional Cardiology 2022; ( ): 1-10.

Sánchez-Martínez S, Camara O, Piella G, Cikes M, Gonzalez-Ballester MA, Miron M, Vellido A, Gómez E, Fraser A, Bijnens B. Machine learning for clinical decision-making: challenges and opportunities in cardiovascular imaging. Frontiers in Cardiovascular Medicine 2022; 8(765693): 1-11.

Garrido-Oliver J, Aviles J, Cordova MM, Dux-Santoy L, Ruiz-Muñoz A, Teixido-Tura G, Maso Talou GD, Morales Ferez X, Jimenez G, Evangelista A, Ferreira-Gonzalez I, Rodriguez-Palomares J, Camara O, Guala A. Machine learning for the automatic assessment of aortic rotational flow and wall shear stress from 4D flow cardiac magnetic resonance imaging. European Radiology 2022; 0(0).

Garcia-Canadilla P, Sanchez-Martinez S, Marti-Castellote PM, Slorach C, Hui W, Piella G, Aguado AM, Nogueira M, Mertens L, Bijnens BH, Friedberg MK. Machine-learning based exploration to identify remodeling patterns associated with death or heart-transplant in pediatric-dilated cardiomyopathy. Journal of Heart and Lung Transplantation 2022; 41(4): 516-526.

Albors C, Lluch E, Gomez JF, Cedilnik N, Mountris KA, Mansi T, Khamzin S, Dokuchaev A, Solovyova O, Pueyo E, Sermesant M, Sebastian R, Morales HG, Camara O. Meshless electrophysiological modeling of cardiac resynchronization therapy: benchmark analysis with finite-element methods in experimental data.. Applied Sciences (Switzerland) 2022; 12(13).

Perera-Bel E, Mercadal B, Garcia-Sanchez T, Gonzalez-Ballester MA, Ivorra A. Modeling methods for treatment planning in overlapping electroporation treatments. IEEE Transactions on Biomedical Engineering 2022; 69(4): 1318-1327.

Sorensen K, Camara O, Backer OD, Kofoed KF, Paulsen RR. NUDF: Neural Unsigned Distance Fields for High Resolution 3D Medical Image Segmentation. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) 2022; 2022-March(0): 1-5.

Loenen ACY, Noailly J, Ito K, Willems PC, Arts JJ, Van Rietbergen B. Patient-specific variations in local strain patterns on the surface of a trussed titanium interbody cage.. Frontiers in Bioengineering and Biotechnology 2022; (9): 1-10.

Serra D, Franco P, Romero P, Garcia-Fernandez I, Lozano M, Soto D, Penela D, Berruezo A, Camara O, Sebastian R. Personalized Fast Electrophysiology Simulations to Evaluate Arrhythmogenicity of Ventricular Slow Conduction Channels. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 56-64.

Rafael-Palou X, Aubanell A, Ceresa M, Ribas V, Piella G, Gonzalez-Ballester MA. Prediction of lung nodule progression with an uncertainty-aware hierarchical probabilistic network. Diagnostics 2022; 11(12): 2639-2639.

Alomar A, Morales A, Vellve K, Porras AR, Crispi F, Linguraru MG, Piella G, Sukno F. Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model.. Computer Methods and Programs in Biomedicine 2022; 221( ).

Segarra Queralt M, Neidlin M, Tio L, González Ballester MA, Piella G, Noailly J. Regulation network modelling to simulate chondrocyte activity and map relevant inflammatory mediators in osteoarthritis. Tissue Engineering - Part A. 2022; 28(Suppl. 1): 246-246.

Segarra-Queralt M, Neidlin M, Tio L, Monfort J, Monllau JC, Gonzalez-Ballester MA, Alexopoulos LG, Piella G, Noailly J. Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments. Scientific Reports 2022; 12(3856): 1-16.

Bernardino G.; Jonsson A.; Loncaric F.; Marti Castellote P.M.; Sitges M.; Clarysse P.; Duchateau N.. Reinforcement learning for active modality selection during diagnosis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; ( ): 592-601.

Tassani S, Tio L, Castro-Dominguez F, Monfort J, Monllau JC, Gonzalez-Ballester MA, Noailly J. Relationship between the choice of clinical treatment, gait functionality and kinetics in patients with comparable knee osteoarthritis. Frontiers in Bioengineering and Biotechnology 2022; 10(820186): 1-12.

Teres C, Soto-Iglesias D, Penela D, Falasconi G, Viveros D, Meca-Santamaria J, Bellido A, Alderete J, Chauca A, Ordoñez A, Marti-Almor J, Scherer C, Panaro A, Carballo J, Camara O, Ortiz-Perez JT, Berruezo A. Relationship between the posterior atrial wall and the esophagus: esophageal position and temperature measurement during atrial fibrillation ablation (AWESOME-AF). A randomized controlled trial. Journal of Interventional Cardiac Electrophysiology 2022; 65(3): 651-661.

Simeon G, Piella G, Camara O, Pareto D. Riemannian geometry of functional connectivity matrices for multi-site attention-deficit/Hyperactivity disorder data harmonization. Frontiers in Neuroinformatics 2022; 16( ).

Albors C.; Mill J.; Kjeldsberg H.A.; Vilades Medel D.; Olivares A.L.; Valen-Sendstad K.; Camara O.. Sensitivity Analysis of Left Atrial Wall Modeling Approaches and Inlet/Outlet Boundary Conditions in Fluid Simulations to Predict Thrombus Formation. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 179-189.

Galdran A, Hewitt KJ, Ghaffari Laleh N, Kather JN, Carneiro G, Gonzalez-Ballester MA. Test time transform prediction for open set histopathological image recognition. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; ( ): 263-272.

Morales X.; Albors C.; Mill J.; Camara O.. Towards Real-Time Optimization of Left Atrial Appendage Occlusion Device Placement Through Physics-Informed Neural Networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 36-45.

Doste R.; Lozano M.; Jimenez-Perez G.; Mont L.; Berruezo A.; Penela D.; Camara O.; Sebastian R.. Training machine learning models with synthetic data improves the prediction of ventricular origin in outflow tract ventricular arrhythmias. Frontiers in Physiology 2022; (13): 1-15.

Escrichs A, Perl YS, Uribe C, Camara E, Turker B, Pyatigorskaya N, Lopez-Gonzalez A, Pallavicini C, Panda R, Annen J, Gosseries O, Laureys S, Naccache L, Sitt JD, Laufs H, Tagliazucchi E, Kringelbach ML, Deco G. Unifying turbulent dynamics framework distinguishes different brain states. Communications Biology 2022; 5(1).

Bernardino G, Sepúlveda-Martínez A, Rodríguez-López M, Prat-Gonzalez S, Pajuelo C, Perea RJ, Caralt MT, Crovetto F, González Ballester MA, Sitges M, Gratacós E, Bijnens B, Crispi F. Unique cardiac remodeling in young adults born small for gestational age with subsequent central obesity. Ultrasound in Obstetrics and Gynecology 2022; 60(Suppl. 1): 57-57.

Crispi F, Bernardino G, Sepúlveda-Martínez A, Rodríguez-López M, Prat-Gonzalez S, Pajuelo C, Perea RJ, Caralt MT, Crovetto F, González Ballester MA, Sitges M, Gratacós E, Bijnens B. Unique cardiac remodeling in young adults born small for gestational age with subsequent central obesity. European Heart Journal 2022; 43(Suppl. 2): 1838-1838.

Saiz-Vivo M, Mill J, Harrison J, Jimenez-Perez G, Legghe B, Iriart X, Cochet H, Piella G, Sermesant M, Camara O. Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13593 LNCS(0): 200-210.

Casademunt P.; Camara O.; Bijnens B.; Lluch E.; Morales H.G.. Valve Flattening with Functional Biomarkers for the Assessment of Mitral Valve Repair. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; 13131 LNCS(0): 169-178.

Garcia-Moreno A, Comerma-Montells A, Tudela-Pi M, Minguillon J, Becerra-Fajardo L, Ivorra A. Wireless networks of injectable microelectronic stimulators based on rectification of volume conducted high frequency currents. Journal of Neural Engineering 2022; 19(5).

Rafael-Palou X, Aubanell A, Ceresa M, Ribas V, Piella G, Gonzalez-Ballester MA. Detection, growth quantification and malignancy prediction of pulmonary nodules using deep convolutional networks in follow-up CT scans. In: Ayman El-Baz, Jasjit S Suri. Artificial Intelligence in Cancer Diagnosis and Prognosis, Volume 1: Lung and Kidney Cancer. Institute of Physics (Great Britain); 2022. p. 7-20.

Jiménez-Sánchez A, Mateus D, Kirchhoff S, Kirchhoff C, Biberthaler P, Navab N, González Ballester MA, Piella G. Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. In: Koyejo S, Mohamed S, Agarwal A, Belgrave D, Cho K, Oh A. MED- Neurips 2022: Advances in Neural Information Processing Systems. 2022.

Comte V, Alenyà M, Urru A, Nakaki A, Crovetto F, Camara O, Eixarch E, Crispi F, Piella G, Ceresa M, González Ballester MA. Unsupervised fetal MR segmentation using multi-atlas deep learning registration. In: Koyejo S, Mohamed S, Agarwal A, Belgrave D, Cho K, Oh A. MED- Neurips 2022: Advances in Neural Information Processing Systems. 2022.

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