Publications
2025 (3)Alomar A, Rubio R, Salort L, Albaiges G, Payà A, Piella G, Sukno F. Automatic Facial Axes Standardization of 3D Fetal Ultrasound Images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2025; 15186 LNCS(0): 88-98. |
Lialios D, Eguzkitza B, Houzeaux G, Casoni E, Baumgartner L, Noailly J, Muñoz-Moya E, Gantenbein B, Vázquez M. A porohyperelastic scheme targeted at High-Performance Computing frameworks for the simulation of the intervertebral disc. Computer Methods and Programs in Biomedicine 2025; 259(0). |
Comte V, Alenya M, Urru A, Recober J, Nakaki A, Crovetto F, Camara O, Gratacos E, Eixarch E, Crispi F, Piella G, Ceresa M, Gonzalez Ballester MA. Deep cascaded registration and weakly-supervised segmentation of fetal brain MRI. Heliyon 2025; 11(1). |
2024 (59)Ali S.; Ghatwary N.; Jha D.; Isik-Polat E.; Polat G.; Yang C.; Li W.; Galdran A.; Ballester M.A.G.; Thambawita V.; Hicks S.; Poudel S.; Lee S.W.; Jin Z.; Gan T.; Yu C.H.; Yan J.P.; Yeo D.; Lee H.; Tomar N.K.; Haithami M.; Ahmed A.; Riegler M.A.; Daul C.; Halvorsen P.; Rittscher J.; Salem O.E.; Lamarque D.; Cannizzaro R.; Realdon S.; de Lange T.; East J.E.. Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. Scientific Reports 2024; 14(1). |
Vellve K.; Garcia¿Canadilla P.; Nogueira M.; Youssef L.; Arranz A.; Nakaki A.; Boada D.; Blanco I.; Faner R.; Figueras F.; Agusti A.; Gratacos E.; Crovetto F.; Bijnens B.; Crispi F.. Author Correction: Pulmonary vascular reactivity in growth restricted fetuses using computational modelling and machine learning analysis of fetal Doppler waveforms (Scientific Reports, (2024), 14, 1, (5919), 10.1038/s41598-024-54603-x). Scientific Reports 2024; 14(1). |
Segarra-Queralt M.; Galofre M.; Tio L.; Monfort J.; Monllau J.C.; Piella G.; Noailly J.. Characterization of clinical data for patient stratification in moderate osteoarthritis with support vector machines, regulatory network models, and verification against osteoarthritis Initiative data. Scientific Reports 2024; 14(1). |
Becerra-Fajardo L.; Minguillon J.; Krob M.O.; Rodrigues C.; Gonzalez-Sanchez M.; Megia-Garcia A.; Galan C.R.; Henares F.G.; Comerma A.; del-Ama A.J.; Gil-Agudo A.; Grandas F.; Schneider-Ickert A.; Barroso F.O.; Ivorra A.. First-in-human demonstration of floating EMG sensors and stimulators wirelessly powered and operated by volume conduction. Journal of NeuroEngineering and Rehabilitation 2024; 21(1). |
Vellve K.; Garcia-Canadilla P.; Nogueira M.; Youssef L.; Arranz A.; Nakaki A.; Boada D.; Blanco I.; Faner R.; Figueras F.; Agusti A.; Gratacos E.; Crovetto F.; Bijnens B.; Crispi F.. Pulmonary vascular reactivity in growth restricted fetuses using computational modelling and machine learning analysis of fetal Doppler waveforms. Scientific Reports 2024; 14(1). |
Mill J.; Harrison J.; Saiz-Vivo M.; Albors C.; Morales X.; Olivares A.L.; Iriart X.; Cochet H.; Noailly J.; Sermesant M.; Camara O.. The role of the pulmonary veins on left atrial flow patterns and thrombus formation. Scientific Reports 2024; 14(1). |
Sayols N.; Hernansanz A.; Sozzi A.; Piccinelli N.; Falezza F.; Farsoni S.; Casals A.; Bonfe M.; Muradore R.. Dynamic Global/Local multi-layer motion planner architecture for autonomous Cognitive Surgical Robots. Robotics and Autonomous Systems 2024; 180(0). |
Fiorentino M.C.; Villani F.P.; Benito Herce R.; Gonzalez Ballester M.A.; Mancini A.; Lopez-Linares Roman K.. An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging. International Journal of Computer Assisted Radiology and Surgery 2024; 19(9): 1753-1761. |
Albors C.; Mill J.; Olivares A.L.; Iriart X.; Cochet H.; Camara O.. Impact of occluder device configurations in insilico left atrial hemodynamics for the analysis of device-related thrombus. PLoS Computational Biology 2024; 20(9). |
Ferez X.M.; Cepas-Guillen P.; Casademunt P.; Doltra A.; Mill J.; Flores-Umanzor E.; Sanchis L.; Camara O.; Freixa X.. Feasibility of 4D Flow Cardiac Magnetic Resonance Imaging for Imaging Surveillance After LAAO. JACC: Cardiovascular Interventions 2024; 17(15): 1840-1842. |
Duchateau N.; Bernardino G.. AI-Based Strain Estimation in Echocardiography Using Open and Collaborative Data: The More Experts the Better?. JACC: Cardiovascular Imaging 2024; 17(8): 877-879. |
Piella G.; Farre N.; Esono D.; Cordobes M.A.; Vazquez-Corral J.; Bilbao I.; Gomez-Gavara C.. LiverColor: An Artificial Intelligence Platform for Liver Graft Assessment. Diagnostics 2024; 14(15). |
Fraser A.G.; Bijnens B.; Sutherland G.R.; Kristoffersen K.. A historical note on early clinical Doppler echocardiography in Norway. European Heart Journal Cardiovascular Imaging 2024; 25(7). |
Kjeldsberg H.A.; Albors C.; Mill J.; Medel D.V.; Camara O.; Sundnes J.; Valen-Sendstad K.. Impact of left atrial wall motion assumptions in fluid simulations on proposed predictors of thrombus formation. International Journal for Numerical Methods in Biomedical Engineering 2024. |
Sayols N.; Hernansanz A.; Parra J.; Eixarch E.; Xambo-Descamps S.; Gratacos E.; Casals A.. Robust tracking of deformable anatomical structures with severe occlusions using deformable geometrical primitives. Computer Methods and Programs in Biomedicine 2024; 251. |
Yap M.H.; Cassidy B.; Byra M.; Liao T.y.; Yi H.; Galdran A.; Chen Y.H.; Brungel R.; Koitka S.; Friedrich C.M.; Lo Y.w.; Yang C.h.; Li K.; Lao Q.; Ballester M.A.G.; Carneiro G.; Ju Y.J.; Huang J.D.; Pappachan J.M.; Reeves N.D.; Chandrabalan V.; Dancey D.; Kendrick C.. Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Analysis 2024; 94: 1-14. |
Qasim M.; Lopez Picazo M.; Ruiz Wills C.; Noailly J.; Di Gregorio S.; Del Rio Barquero L.M.; Malouf Sierra J.; Humbert L.. 3D-DXA based finite element modelling for femur strength prediction: evaluation against QCT. Journal of Clinical Densitometry 2024; 27(2). |
Khalili E.; Daversin-Catty C.; Olivares A.L.; Mill J.; Camara O.; Valen-Sendstad K.. On the importance of fundamental computational fluid dynamics toward a robust and reliable model of left atrial flows. International Journal for Numerical Methods in Biomedical Engineering 2024. |
Falasconi G.; Penela D.; Soto-Iglesias D.; Francia P.; Saglietto A.; Turturiello D.; Viveros D.; Bellido A.; Alderete J.; Zaraket F.; Franco-Ocaña P.; Huguet M.; Camara O.; V¿t¿¿escu R.; Ortiz-Perez J.T.; Marti-Almor J.; Berruezo A.. Personalized pulmonary vein isolation with very high-power short-duration lesions guided by left atrial wall thickness: the QDOT-by-LAWT randomized trial. Europace 2024; 26(4). |
Bruns M.M.; Ramirez-Mahaluf J.P.; Valli I.; Ortuño M.; Ilzarbe D.; de la Serna E.; Navarro O.P.; Crossley N.A.; Ballester M.A.G.; Baeza I.; Piella G.; Castro-Fornieles J.; Sugranyes G.. Altered temporal dynamics of resting-state fMRI in early-onset first-episode psychosis.. Schizophrenia Bulletin 2024; 50(2): 418-426. |
Finocchiaro M.; Banfi T.; Donaire S.; Arezzo A.; Guarner-Argente C.; Menciassi A.; Casals A.; Ciuti G.; Hernansanz A.. A Framework for the Evaluation of Human Machine Interfaces of Robot-Assisted Colonoscopy. IEEE Transactions on Biomedical Engineering 2024; 71(2): 410-422. |
Natarajan S, Muñoz-Moya E, Wills CR, Piella G, Noailly J, Humbert L, González Ballester MA. Pixel2Mechanics: Automated Biomechanical Simulations of High-Resolution Intervertebral Discs from Anisotropic MRIs. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024; 15007 LNCS(0): 572-582. |
Acebes C, Moustafa AH, Cámara O, Galdran A. The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024; 15008 LNCS(0): 710-720. |
Martí-Juan G, Valenzuela I, Gomez Y, Eixarch E, González Ballester MA, Piella G. A neuroimaging study on the relation between intrauterine growth restriction and cortical development of the fetal brain. International Journal of Computer Assisted Radiology and Surgery 2024; 19(1). |
Reyes RHN, Fabijanovic D, Vellve K, Loncaric F, Rodriguez-Lopez M, Sepulveda-Martinez A, Sarvari S, Valenzuela-Alcaraz B, Crovetto F, Faner R, Agusti A, Sitges M, Cikes M, Bernardino G, Blanco I, Bijnens B, Crispi F. Abstracts of the 34th World Congress on Ultrasound in Obstetrics and Gynecology, 15-18 September 2024, Budapest, Hungary. Ultrasound in obstetrics & gynecology the official journal of the International Society of Ultrasound in Obstetrics and Gynecology 2024; 64(0). |
Aguado AM, Jiménez-Pérez G, Chowdhury D, Prats-Valero J, Sánchez-Martínez S, Hoodbhoy Z, Mohsin S, Castellani R, Testa L, Crispi F, Bijnens B, Hasan B, Bernardino G. AI-enabled workflow for automated classification and analysis of feto-placental Doppler images. Frontiers in Digital Health 2024; 6(0). |
De Vente C.; Vermeer K.A.; Jaccard N.; Wang H.; Sun H.; Khader F.; Truhn D.; Aimyshev T.; Zhanibekuly Y.; Le T.D.; Galdran A.; Ballester M.A.G.; Carneiro G.; Devika R.G.; Sethumadhavan H.P.; Puthussery D.; Liu H.; Yang Z.; Kondo S.; Kasai S.; Wang E.; Durvasula A.; Heras J.; Zapata M.A.; Araujo T.; Aresta G.; Bogunovic H.; Arikan M.; Lee Y.C.; Cho H.B.; Choi Y.H.; Qayyum A.; Razzak I.; Van Ginneken B.; Lemij H.G.; Sanchez C.I.. AIROGS: Artificial intelligence for robust glaucoma screening challenge. IEEE Transactions on Medical Imaging 2024; 43(1): 542-557. |
Bocanegra-Perez A.J.; Piella G.; Sebastian R.; Jimenez-Perez G.; Falasconi G.; Saglietto A.; Soto-Iglesias D.; Berruezo A.; Penela D.; Camara O.. Automatic and interpretable prediction of the site of origin in outflow tract ventricular arrhythmias: machine learning integrating electrocardiograms and clinical data. Frontiers in Cardiovascular Medicine 2024; 11(0). |
Sikha OK, Galdran A, Riera M, García J, Rodríguez J, Piella G, González Ballester MA. Benchmarking uncertainty estimates for segmentation quality prediction in medical imaging. International Journal of Computer Assisted Radiology and Surgery 2024; 19(1). |
Comte V, Recober J, Piella G, Ceresa M, González Ballester MA. Biomechanically regularized deep learning registration of fetal brain MRI. International Journal of Computer Assisted Radiology and Surgery 2024; 19(1). |
Tassani S.; Chaves P.; Beardsley M.; Vujovic M.; Ramirez J.; Mendoza J.; Portero-Tresserra M.; Gonzalez-Ballester M.A.; Hernandez-Leo D.. Breathing, postural stability, and psychological health: a study to explore triangular links. Frontiers in Bioengineering and Biotechnology 2024; 12. |
Galdran A.; Ballester M.A.G.. Data-Centric Label Smoothing for Explainable Glaucoma Screening from Eye Fundus Images. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) 2024; 0(0). |
Rasouligandomani M, Del Arco A, Chemorion FK, Bisotti MA, Galbusera F, Noailly J, González Ballester MA. Dataset of Finite Element Models of Normal and Deformed Thoracolumbar Spine. Scientific Data 2024; 11(1). |
Jimenez-Perez G.; Acosta J.; Bocanegra-Perez A.J.; Arana-Rueda E.; Frutos-Lopez M.; Sanchez-Brotons J.A.; Llamas-Lopez H.; Di Massa Pezzutti R.; Gonzalez de la Portilla Concha C.; Camara O.; Pedrote A.. Delineation of intracavitary electrograms for the automatic quantification of decrement-evoked potentials in the coronary sinus with deep-learning techniques. Frontiers in Physiology 2024; 15. |
Natarajan S, Humbert L, González Ballester MA. Domain adaptation using AdaBN and AdaIN for high-resolution IVD mesh reconstruction from clinical MRI. International Journal of Computer Assisted Radiology and Surgery 2024; 19(10): 2063-2068. |
Tassani S.; Belvedere C.; Ramirez J.; Davico G.. Editorial: Cross-disciplinary approaches to characterize gait and posture disturbances in aging and related diseases, Volume II. Frontiers in Bioengineering and Biotechnology 2024; 12. |
Nakagawa H.; Castellvi Q.; Neal R.; Girouard S.; Laughner J.; Ikeda A.; Sugawara M.; An Y.; Hussein A.A.; Nakhla S.; Taigen T.; Srounbek J.; Kanj M.; Santangeli P.; Saliba W.I.; Ivorra A.; Wazni O.M.. Effects of Contact Force on Lesion Size During Pulsed Field Catheter Ablation: Histochemical Characterization of Ventricular Lesion Boundaries. Circulation: Arrhythmia and Electrophysiology 2024; 17(1). |
Gómez-Gavara C, Bilbao I, Piella G, Vázquez-Corral J, Benet-Cugat B, Pando E, Molino JA, Salcedo MT, Dalmau M, Vidal L, Esono D, Cordobés MA, Bilbao A, Prats J, Moya M, Dopazo C, Mazo C, Caralt M, Hidalgo E, Charco R. Enhanced Artificial Intelligence Methods for Liver Steatosis Assessment Using Machine Learning and Color Image Processing: Liver Color Project. Clinical Transplantation 2024; 38(10). |
Jimenez-Perez G.; Acosta J.; Alcaine A.; Camara O.. Generalising electrocardiogram detection and delineation: training convolutional neural networks with synthetic data augmentation. Frontiers in Cardiovascular Medicine 2024; 11(0). |
Freiche B, Bernardino G, Deleat-Besson R, Clarysse P, Duchateau N. Hierarchical data integration with Gaussian processes: application to the characterization of cardiac ischemia-reperfusion patterns. IEEE Transactions on Medical Imaging 2024; 0(0). |
Schmid K, Olivares AL, Cámara O, Kuebler WM, Ochs M, Hocke AC, Fischer SC. Inference of alveolar capillary network connectivity from blood flow dynamics. American Journal of Physiology - Lung Cellular and Molecular Physiology 2024; 327(6): 852-866. |
Martí-Baena Q, Pascuet-Fontanet A, Berjaga-Buisan T, Caravaca-Rodríguez M, Puig-Costa-Jussà J, Sanchez-Mejias A, et al. Intein-mediated thyroid hormone biosensors: towards controlled delivery of hormone therapy. Frontiers in Bioengineering and Biotechnology 2024; 4(0). |
Martí-Juan G, Urru A, Benkarim O, Hahner N, Piella G, Eixarch E, González Ballester MA. Longitudinal assessment of cortical folding in fetuses and neonates with ventriculomegaly. International Journal of Computer Assisted Radiology and Surgery 2024; 19(1). |
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. Medical Image Analysis 2024; 95. |
Payette K, Steger C, Licandro R, De Dumast P, Li HB, Barkovich M, Li L, Dannecker M, Chen C, Ouyang C, McConnell N, Miron A, Li Y, Uus A, Grigorescu I, Gilliland PR, Siddiquee MMR, Xu D, Myronenko A, Wang H, Huang Z, Ye J, Alenya M, Comte V, Camara O, Masson JB, Nilsson A, Godard C, Mazher M, Qayyum A, Gao Y, Zhou H, Gao S, Fu J, Dong G, Wang G, Rieu ZH, Yang HS, Lee M, Plotka S, Grzeszczyk MK, Sitek A, Daza LV, Usma S, Arbelaez P, Lu W, Zhang W, Liang J, Valabregue R, Joshi AA, Nayak KN, Leahy RM, Wilhelmi L, Dandliker A, Ji H, Gennari AG, Jakovcic A, Klaic M, Adzic A, Markovic P, Grabaric G, Kasprian G, Dovjak G, Rados M, Vasung L, Cuadra MB, Jakab A. Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results. IEEE Transactions on Medical Imaging 2024; 0(0). |
Reyes-Hernandez J.C.; Alomar A.; Rubio R.; Piella G.; Sukno F.. OBBabyFace: Oriented Bounding Box for Infant Face Detection. Communications in Computer and Information Science 2024; 2172 CCIS(0): 336-350. |
Benito R, López-Linares K, Scorza D, Iribar A, Bertelsen A, González Ballester MA. Optimization algorithm to minimize rod curvature in spinal fusion surgery. International Journal of Computer Assisted Radiology and Surgery 2024; 19(1). |
Serra D.; Romero P.; Lozano M.; Garcia-Fernandez I.; Penela D.; Berruezo A.; Camara O.; Rodrigo M.; Gil M.; Sebastian R.. Patient Stratification Based on Fast Simulation of Cardiac Electrophysiology on Digital Twins. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024; 14507: 35-43. |
Villasante S, Fernandes N, Pérez M, Cordobés MA, Piella G, Martínez M, Gómez-Gavara C, Blanco L, Alberti P, Charco R, Pando E, Galiana C, Gonzalez C, Ausania F, Harold J, Jimmy N, Ramirez E, Salord S, Sorribas M, Tasayco S. Prediction of Severe Acute Pancreatitis at a Very Early Stage of the Disease Using Artificial Intelligence Techniques, Without Laboratory Data or Imaging Tests: The PANCREATIA study. Annals of Surgery 2024; 0(0). |
Cámara O, Puyol-Antón E, Sermesant M, Suinesiaputra A, Tao Q, Wang C, Young A. Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024; 14507 LNCS(0): 5-6. |
Hernansanz A.; Parra J.; Sayols N.; Eixarch E.; Gratacos E.; Casals A.. Robot assisted Fetoscopic Laser Coagulation: Improvements in navigation, re-location and coagulation. Artificial Intelligence in Medicine 2024; 147(0). |
Espinoso A, Leguia MG, Rummel C, Schindler K, Andrzejak RG. The part and the whole: how single nodes contribute to large-scale phase-locking in functional EEG networks. Clinical Neurophysiology 2024; 168(0): 178-192. |
Sikha O.K.; Galdran A.; Riera-Marin M.; Garcia J.; Rodriguez-Comas J.; Piella G.; Gonzalez Ballester M.A.. Uncertainty Aware Segmentation Quality Assessment in Medical Images. Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI) 2024. |
Muñoz-Moya E.; Rasouligandomani M.; Ruiz Wills C.; Chemorion F.K.; Piella G.; Noailly J.. Unveiling interactions between intervertebral disc morphologies and mechanical behavior through personalized finite element modeling. Frontiers in Bioengineering and Biotechnology 2024; 12(0). |
Bocanegra-Perez AJ. Non-Invasive Detection of Fetal Ischemia Through Electrocardiography. In: McCabe KJ. Computational Physiology. Springer Cham; 2024. p. 55-69. |
Galdran A, González Ballester MA. Data-centric label smoothing for explainable glaucoma screening from eye fundus images. In: AA. VV.. IEEE International Symposium on Biomedical Imaging 2024 - ISBI '24. IEEE; 2024. p. 1-4. |
Natarajan S, Muñoz E, Ruiz Wills C, Piella G, Noailly J, Humbert L, González Ballester MA. From pixels to mechanics: biomechanical simulations of high-resolution intervertebral discs from anisotropic. In: Lekadir K, Schnabel J (co-chairs). Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024. MICCAI; 2024. |
Herance JR, Martín-Saladich Q, Simó R, Ramírez-Serra C, Ciudin A, Aguadé-Bruix S, Roque A, Pizzi MN, Cuellar H, Roson N, González Ballester MA, Pericás JM. Insulin-mediated 18F-FDG uptake in the liver assessed by PET/CT identifies two phenotypes of metabolic dysfunction-associated steatotic liver disease in patients with type 2 diabetes. In: AA. VV.. Proceedings 19th European Molecular Imaging Meeting - EMIM 2024. ESMI; 2024. |
Epifanio J, Andrzejak RG. The entrainment power of the external environment on chimera states: a computational stochastic model. In: AA. VV.. Proceedings Computational and Systems Neuroscience (COSYNE 2024). COSYNE; 2024. |
2023 (70)Andrzejak R.G.; Zaveri H.P.; Schulze-Bonhage A.; Leguia M.G.; Stacey W.C.; Richardson M.P.; Kuhlmann L.; Lehnertz K.. Seizure forecasting: Where do we stand?. Epilepsia 2023; 0(0): 1-10. |
Penela D.; Falasconi G.; Carreño J.M.; 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). |
Strik M.; Sacristan B.; Bordachar P.; Duchateau J.; Eschalier R.; Mondoly P.; Laborderie J.; Gassa N.; Zemzemi N.; Laborde M.; Garrido J.; Matencio Perabla C.; Jimenez-Perez G.; Camara O.; Haissaguerre M.; Dubois R.; Ploux S.. Artificial intelligence for detection of ventricular oversensing: Machine learning approaches for noise detection within nonsustained ventricular tachycardia episodes remotely transmitted by pacemakers and implantable cardioverter-defibrillators. Heart Rhythm 2023; 20(10): 1378-1384. |
Andrzejak R.G.; Espinoso A.; Garcia-Portugues E.; Pewsey A.; Epifanio J.; Leguia M.G.; Schindler K.. High expectations on phase locking: Better quantifying the concentration of circular data. Chaos 2023; 33. |
Payette K.; Li H.B.; de Dumast P.; Licandro R.; Ji H.; Siddiquee M.M.R.; Xu D.; Myronenko A.; Liu H.; Pei Y.; Wang L.; Peng Y.; Xie J.; Zhang H.; Dong G.; Fu H.; Wang G.; Rieu Z.H.; Kim D.; Kim H.G.; Karimi D.; Gholipour A.; Torres H.R.; Oliveira B.; VilaCa J.L.; Lin Y.; Avisdris N.; Ben-Zvi O.; Bashat D.B.; Fidon L.; Aertsen M.; Vercauteren T.; Sobotka D.; Langs G.; Alenya M.; Villanueva M.I.; Camara O.; Fadida B.S.; 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 M.B.; Jakab A.. Fetal brain tissue annotation and segmentation challenge results. Medical Image Analysis 2023; 88(0). |
Marti-Juan G.; Sastre-Garriga J.; Martinez-Heras E.; Vidal-Jordana A.; Llufriu S.; Groppa S.; Gonzalez-Escamilla G.; Rocca M.A.; Filippi M.; Høgestøl E.A.; Harbo H.F.; Foster M.A.; Toosy A.T.; Schoonheim M.M.; 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. |
Cresti A.; Camara O.. Left Atrial Thrombus¿Are All Atria and Appendages Equal?. Cardiac Electrophysiology Clinics 2023; 15(2): 119-132. |
Andrzejak R.G.; Espinoso A.. Chimera states in multiplex networks: Chameleon-like across-layer synchronization. Chaos 2023; 33(5). |
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.; Antonio R.S.; Huguet M.; Camara O.; Ortiz-Perez J.T.; Marti-Almor J.; Berruezo A.. Personalized pulmonary vein antrum isolation guided by left atrial wall thickness for persistent atrial fibrillation. Europace 2023; 25(5). |
Rao S.; Hasan B.S.; Hoodbhoy Z.; Habib I.; Mohsin S.; Tomredle R.; Ashiqali S.; Tipoo F.A.; Cartoski M.J.; 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). |
Zhao D.; Ferdian E.; Maso Talou G.D.; Quill G.M.; Gilbert K.; Wang V.Y.; Babarenda Gamage T.P.; Pedrosa J.; D¿hooge J.; Sutton T.M.; Lowe B.S.; Legget M.E.; Ruygrok P.N.; Doughty R.N.; Camara O.; Young A.A.; Nash M.P.. 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). |
Albors C, Olivares AL, Iriart X, Cochet H, Mill J, Camara O. Impact of Blood Rheological Strategies on the Optimization of Patient-Specific LAAO Configurations for Thrombus Assessment. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023; 13958(0): 485-494. |
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). |
Sanchez-Martinez S, Randanne PC, Hawkins-Villarreal A, Rezaei K, Fucho R, Bobillo-Perez S, Bonet-Carne E, Illa M, Eixarch E, Bijnens B, Crispi F, Gratacos E, Garcia A, Medina J, Moran M, Gomez V, Chorda M, Gispert M, Mata M, de Toledo JS, Pereda D. Acute fetal cardiovascular adaptation to artificial placenta in sheep model. Ultrasound in obstetrics & gynecology the official journal of the International Society of Ultrasound in Obstetrics and Gynecology 2023; 62(2): 255-265. |
Vila-Vidal M, Khawaja M, Carreño M, Roldan P, Rumia J, Donaire A, Deco G, Tauste Campo A. Assessing the coupling between local neural activity and global connectivity fluctuations: application to human intracranial electroencephalography during a cognitive task. Human Brain Mapping 2023; 44(3): 1173-1192. |
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: 1-13. |
Bocanegra-Perez AJ, Penela D, Sebastian R, Jimenez-Perez G, Saglietto A, Soto-Iglesias D, Berruezo A, Piella G, Camara O. Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. Computing in cardiology 2023. |
Pore A, Li Z, Dall'alba D, Hernansanz A, De Momi E, Menciassi A, Casals Gelpi A, Dankelman J, Fiorini P, Poorten EV. Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review. IEEE Transactions on Robotics 2023; 39(4): 2529-2548. |
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. |
Rodriguez-Lopez M, Sepulveda-Martinez A, Bernardino G, Crovetto F, Pajuelo C, Sitges M, Bijnens B, Gratacos E, Crispi F. Cardiometabolic sex differences in adults born small for gestational age. Frontiers in Cardiovascular Medicine 2023; 10(0). |
Crump KB, Alminnawi A, Bermudez-Lekerika P, Compte R, Gualdi F, McSweeney T, Muñoz-Moya E, Nüesch A, Geris L, Dudli S, Karppinen J, Noailly J, Le Maitre C, Gantenbein B. Cartilaginous endplates: A comprehensive review on a neglected structure in intervertebral disc research. JOR spine 2023; 6(4). |
Verma A, Neal R, Evans J, Castellvi Q, Vachani A, Deneke T, Nakagawa H. Characteristics of pulsed electric field cardiac ablation porcine treatment zones with a focal catheter. Journal of Cardiovascular Electrophysiology 2023; 34(1): 99-107. |
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. |
Bocanegra-Perez AJ, Espinoso A, Andrzejak RG, Camara O. EEG-Based Cardiac Arrest Outcome Estimation with Highly Interpretable Features. Computing in cardiology 2023. |
Nakaki A, Crovetto F, Urru A, Piella G, González Ballester MA, Youssef L, Casas R, Castro-Barquero S, Vieta E, Estruch R, Eixarch E, Crispi F, Gratacós E. Effect of a Mediterranean diet or stress reduction intervention during pregnancy on fetal brain volume and neonatal development: the IMPACT-BCN trial. Ultrasound in obstetrics & gynecology the official journal of the International Society of Ultrasound in Obstetrics and Gynecology 2023; 5(12): 1-11. |
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; 5(12). |
Hernansanz A, Rovira R, Basomba J, Comas R, Casals A. EndoTrainer: a novel hybrid training platform for endoscopic surgery. International Journal of Computer Assisted Radiology and Surgery 2023; 18(5): 899-908. |
Li KYC, Dejea H, De Winne K, Bonnin A, D'Onofrio V, Cox JA, Garcia-Canadilla P, Lammens M, Cook AC, Bijnens B, Dendooven A. Feasibility and safety of synchrotron-based X-ray phase contrast imaging as a technique complementary to histopathology analysis. Histochemistry and Cell Biology 2023; 160(5): 377-389. |
Sandhu U, Alkukhun L, Kheiri B, Hodovan J, Chiang K, Splanger T, Castellvi Q, Zhao Y, Nazer B. In vivo pulsed-field ablation in healthy vs. chronically infarcted ventricular myocardium: biophysical and histologic characterization. Europace 2023; 25(4): 1503-1509. |
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 J. 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). |
Saiz-Vivo M, Capallera I, Duchateau N, Bernardino G, Piella G, Camara O. Localizing Cardiac Dyssynchrony in M-mode Echocardiography with Attention Maps. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2023; 13958(0): 688-697. |
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. |
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: 1-10. |
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; 14222. |
Alkukhun L, Sandhu U, Hodovan J, Zhao Y, Chiang K, Castellvi Q, Stenzel P, Woltjer R, Li X, Barajas RF, Nazer B. Multi-modality imaging assessment of microbubbles and cerebral emboli in left ventricular pulsed field ablation. Journal of Interventional Cardiac Electrophysiology 2023; 0(0). |