Publications - BCN-MEDTECH (UPF)


2020
Vázquez-Oliver A, Brambilla-Pisone C, Domingo-Gainza, M, Maldonado R, Ivorra A, Ozaita A. Auricular transcutaneous vagus nerve stimulation improves memory persistence in naïve mice and in an intellectual disability mouse model. Brain Stimulation 2020; 13(2): 494-498. Publication link e-Repositori
2019
Benkarim OM, Piella G, Hahner N, Eixarch E, González Ballester MA, Sanroma G. Patch spaces and fusion strategies in patch-based label fusion. Computerized Medical Imaging and Graphics 2019; 71: 79-89. Publication link
Torrents-Barrena J, López-Velazco R, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Capsule networks for mother's womb segmentation in TTTS fetal surgery planning. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Martinez V; Sanz de la Garza M; Grazioli G; Bijnens BH; Trapé J; Garcia G, et al. Cardiac performance after an endurance open water swimming race. European Journal of Applied Physiology 2019; 119(4): 961-970. Publication link
Núñez-Garcia M, Camara O, O'Neill MD, Razavi R, Chubb H, Butakoff C. Mind the gap: Quantification of incomplete ablation patterns after pulmonary vein isolation using minimum path search. Medical Image Analysis 2019; 51: 1-12. Publication link
Torrents-Barrena J, Piella G, Masoller N, Gratacós E, Eixarch E, Ceresa M, González Ballester MÁ. Fully Automatic 3D Reconstruction of the Placenta and its peripheral Vasculature in Intrauterine Fetal MRI. Medical Image Analysis 2019; 54: 263-279. Publication link e-Repositori
Masias M, Cetim I, Petersen SE, González Ballester MA, Piella G, Lekadir K. Can one predict brain disease based on cardiac imaging data? A proof-of-concept study. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Supl. 1).
Zimmer VA, González Ballester MA, Piella G. Multimodal image registration using Laplacian commutators. Information Fusion 2019; 49: 130-145. Publication link e-Repositori
Dejea H; Garcia-Canadilla P; Cook AC; Guasch E; Zamora M; Crispi F, et al. Comprehensive Analysis of Animal Models of Cardiovascular Disease using Multiscale X-Ray Phase Contrast Tomography. Scientific Reports 2019; 9: 1-12. Publication link
Mill J, Olivares A, Noailly J, Bijnens B, Freixa X, Camara O. Optimal boundary conditions in fluid simulations for predicting occluder-related thrombus formation in the left atria. International Conference on Computational & Mathematical Biomedical Engineering 2019.
Fujioka T; Kühn A; Sanchez-Martinez S; Bijnens BH; Hui W; Slorach C, et al. Impact of Interventricular Interactions on Left Ventricular Function, Stroke Volume, and Exercise Capacity in Children and Adults With Ebstein¿s Anomaly. JACC: Cardiovascular Imaging 2019; 12(5): 925-927. Publication link
Cikes M; Sanchez-Martinez S; Claggett B; Duchateau N; Piella Fenoy G; Butakoff C; Pouleur AC; Knappe D; Biering-Sørensen T; Kutyifa V; Moss A; Stein K; Solomon SD; Bijnens B. Machine-learning based phenogrouping in heart failure to identify responders to resynchronization therapy. European Journal of Heart Failure 2019; 21(1): 74-85. Publication link e-Repositori
Martí-Juan G; Sanroma G; Piella G. Revealing heterogeneity of brain imaging phenotypes in Alzheimer¿s disease based on unsupervised clustering of blood marker profiles. PLoS ONE 2019; 14(3). e-Repositori
Tassani S, Font-Llagunes JM, González Ballester MA, Noailly J. Muscular tension significantly affects stability in standing posture. Gait and Posture 2019; 68: 220-226. Publication link
Cetin I, Petersen SE, Camara O, González Ballester MA, Lekadir K. Identifying alterations in the cardiac ventricles in atrial fibrillation: a radiomics approach. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Higueras A., Delgado-Martínez I., Serrano L., Conesa G., González Ballester M.A., Serra L. Volume rendering depth mapping for fast vessel identification during intracranial deep electrode planning. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Torrents-Barrena J, López-Velazco R, Piella G, Masoller N, Valenzuela-Alcaraz B, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Clinical usability testing of the first TTTS surgical planning and simulation framework. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 14).
Margulescu AD, Nuñez-Garcia M, Alarcón F, Benito EM, Enomoto N, Cozzari J, Chipa F, Fernandez H, Borras R, Guasch E, Butakoff C, Tolosana JM, Arbelo E, Camara O, Mont L. Reproducibility and accuracy of late gadolinium enhancement cardiac magnetic resonance measurements for the detection of left atrial fibrosis in patients undergoing atrial fibrillation ablation procedures. Europace 2019. Publication link
Torrents-Barrena J, Piella G, Masoller N, Gratacós E, Eixarch E, Ceresa M, Ballester MA. Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects. Medical Image Analysis 2019; 51: 61-88. Publication link
Guardiola M, Djafri K, Challal M, González Ballester MA, Fernández-Esparrach G, Camara O, Romeu J. Design and evaluation of an antenna applicator for a microwave colonoscopy system. IEEE transactions on antennas and propagation 2019; 67(8): 4968-4977. Publication link
López Picazo M, Humbert L, Di Gregorio S, González Ballester MA, Del Río Barquero LM. Discrimination of osteoporosis-related vertebral fractures by DXA-derived 3D measurements: a retrospective case-control study. Osteoporosis International 2019. Publication link
Ruiz Wills C, Olivares AL, Tassani S, Ceresa M, Zimmer V, González Ballester MA, Del Río LM, Humbert L, Noailly J. 3D patient-specific finite element models of the proximal femur based on DXA towards the classification of fracture and non-fracture cases. Bone 2019; 121: 89-99. Publication link
Bonavita I, Rafael X, Ceresa M, Piella G, Ribas V, González Ballester MA. Improving lung cancer prediction with a deep learning nodule malignancy classifier. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Lluch Alvarez, Èric; De Craene, Mathieu; Bijnens, Bart; Sermesant, Maxime; Noailly, Jérôme; Camara, Oscar; Morales, Hernán G. Breaking the state of the heart: meshless model for cardiac mechanics. Biomechanics and Modeling in Mechanobiology 2019. Publication link e-Repositori
López-Linares K; García I; García A; Cortes C; Piella G; Macía I; Noailly J; González Ballester MA. Image-Based 3D Characterization of Abdominal Aortic Aneurysm Deformation After Endovascular Aneurysm Repair. Frontiers in bioengineering and biotechnology 2019; 7(267). Publication link e-Repositori
Xia J, Wang F, Benkarim O, Sanroma G, Piella G, González-Ballester MA, Hahner N, Eixarch E, Zhang C, Shen D, Shen D, Li G. Fetal cortical surface atlas parcellation based on growth patterns. Human Brain Mapping 2019. Publication link
Martí-Juan G, Sanroma G, Piella G. Revealing heterogeneity of brain imaging phenotypes in Alzheimer's disease based on unsupervised clustering of blood marker profiles. PLoS ONE 2019; 14(3). Publication link e-Repositori
Aguado, Ainhoa M.; Olivares, Andy L.; Yagüe, Carlos; Silva, Etelvino; Nuñez-García, Marta; Fernandez-Quilez, Álvaro; Mill, Jordi; Genua, Ibai; Arzamendi, Dabit; De Potter, Tom; Freixa, Xavier; Camara, Oscar. In silico optimization of left a trial appendage occluder implantation using interactive and modeling tools. Frontiers in Psychology 2019; 10(237). Publication link e-Repositori
Humbert L, Bagué A, Di Gregorio S, Winzenrieth R, Sevillano X, González Ballester MA, Del Rio L. DXA-Based 3D Analysis of the Cortical and Trabecular Bone of Hip Fracture Postmenopausal Women: A Case-Control Study. Journal of Clinical Densitometry 2019. Publication link
Perera-Bel E, Ivorra A, González Ballester MA. A plaform for irreversible electroporation treatment planning. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Nuñez-Garcia, M; Bernardino, G; Doste, R; Zhao, J; Camara, O; Butakoff, C. Standard quasi-conformal flattening of the right and left atria. In: Nuñez-Garcia M, Bernardino G, Doste R, Zhao J, Camara O, Butakoff C. Standard quasi-conformal flattening of the right and left atria. 1 ed. Coudière Y, Ozenne V, Vigmond E, Zemzemi M, editors; 2019. p. 85-93. Publication link e-Repositori
Nuñez M, Zhuang X, Sanroma G, Li L, Xu L, Butakoff C, Camara O. Left atrial segmentation combining multi-atlas whole heart labeling and shape-based atlas selection. In: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018. 1 ed. Springer; 2019. p. 302-310. Publication link
Slipsager J, Juhl K, Sigvardsen P, Kofoed K, Backer O, Olivares A, Camara O, Paulsen R. Statistical Shape Clustering of Left Atrial Appendages. In: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018. 1 ed. Springer; 2019. p. 32-39. Publication link
Sanroma G, Boenniger M, Piella G, Rutten-Jacobs L, Mukherjee S, Reuter M, Stoecker T, Breteler MMB. Multiple-Kernel Canonical Correlation Analysis to Find Multi-variate Associations between Brain Imaging and Multi-modal Cognitive Data. In: IEEE International Symposium on Biomedical Imaging 2019. 1 ed. IEEE; 2019.
Cetin I, Petersen S, Napel S, Camara O, González Ballester MA, Lekadir K. A radiomics approach to analyze cardiac alterations in hypertension. In: IEEE International Symposium on Biomedical Imaging 2019. 1 ed. IEEE; 2019.
Genua I, Olivares A, Silva E, Mill J, Fernandez A, Aguado A, Nuñez M, Potter T, Freixa X, Camara O. Centreline-Based Shape Descriptors of the Left Atrial Appendage in Relation with Thrombus Formation. In: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018. 1 ed. Springer; 2019. p. 200-208. Publication link
Torrents-Barrena J, Piella G, Masoller N, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Automatic segmentation of the placenta and its peripheral vasculature in volumetric ultrasound for TTTS fetal surgery. In: IEEE International Symposium on Biomedical Imaging 2019. 1 ed. IEEE; 2019.
Banús J, Sermesant M, Camara O, Lorenzi M. Large Scale Cardiovascular Model Personalisation for Mechanistic Analysis of Heart & Brain Interactions. In: Functional Imaging and Modeling of the Heart (FIMH'19). 1 ed. Springer; 2019.
Nuñez M, Bernardino G, Zhao J, Camara O, Butakoff C. Standard quasi-conformal flattening of the right and left atria. In: Functional Imaging and Modeling of the Heart (FIMH'19). 1 ed. Springer; 2019.
Cetin I, Petersen SE, Napel S, Camara O, Gonzalez Ballester MA, Lekadir K. A Radiomics Approach to Analyze Cardiac Alterations in Hypertension. In: Proceedings of the IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI'19). 1 ed. IEEE; 2019.
Mill J, Olivares A, Silva E, Genua I, Fernandez A, Aguado A, Nuñez M, Potter T, Freixa X, Camara O. Joint Analysis of Personalized In-Silico Haemodynamics and Shape Descriptors of the Left Atrial Appendage. In: Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges 9th International Workshop, STACOM 2018, Held in Conjunction with MICCAI 2018. 1 ed. Springer; 2019. Publication link
Sarnago, H.; Burdío, J.M.; García-Sánchez, T.; Mir, L. M.; Lucía, O. A Versatile LargeSignal High-Frequency Arbitrary Waveform Generator Using GaN Devices. In: 2019 IEEE Applied Power Electronics Conference and Exposition (APEC). 1 ed. IEEE; 2019.
2018
Sanroma G, Benkarim OM, Piella G, Camara O, Wu G., Shen D, Gispert JD, Molinuevo JL, González Ballester MA. Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Analysis 2018; 44: 143-155. Publication link e-Repositori
Guardiola M., Romeu J., Fernandez-Esparrach G., González Ballester M.A., Camara O. In silico and ex vivo validation of a microwave endoscopic system for colon examinations. International Journal of Computer Assisted Radiology and Surgery 2018; 13.
Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng P, Cetin I, Lekadir K, Camara O, Ballester M, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu V, Krishnamurthi G, Rohe M, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein K. Deep Learning Techniques for Automatic MRI Cardiac Multistructures Segmentation and Diagnosis: Is the Problem Solved?. IEEE Transactions on Medical Imaging 2018; 37(11): 2514-2525. Publication link
Ruiz G, Ramón E, García J, Sukno, FM, González Ballester MA. Weighted regularized statistical shape space projection for breast 3D model reconstruction. Medical Image Analysis 2018; 47: 164-179. Publication link
Puigbò JY, Maffei G, Herreros I, Ceresa M, González Ballester MA, Verschure PFMJ. Cholinergic behavior-state dependent mechanisms of neocortical gain control: a neurocomputational study. Molecular Neurobiology 2018; 55(1): 249-257. Publication link
Santiago A, Aguado-Sierra J, Zavala-Aké M, Doste-Beltran R, Gómez S, Arís R, Cajas JC, Casoni E, Vázquez M. Fully coupled fluid-electro-mechanical model of the human heart for supercomputers. International Journal for Numerical Methods in Biomedical Engineering 2018; 34(12). Publication link
Loncaric F; Bijnens B; Sitges M. Added value of cardiac deformation imaging in differential diagnosis of left ventricular hypertrophy. Global Cardiology Science and Practice 2018; 3: 1-12. Publication link e-Repositori
Valenzuela-Alcaraz B; Serafini A; Sepulveda-Martínez A; Casals G; Rodríguez-López M; Garcia-Otero L; Cruz-Lemini M; Bijnens B; Sitges M; Balasch J; Gratacos E; Crispi F. Postnatal persistence of fetal cardiovascular remodeling associated with assisted reproductive technologies: a cohort study. BJOG: an international journal of obstetrics and gynaecology 2018; 126(2): 291-298. Publication link
Chubb H, Karim R, Roujol S, Nuñez-Garcia M, Williams SE, Whitaker J, Harrison J, Butakoff C, Camara O, Chiribiri A, Schaeffter T, Wright M, O'Neill M, Razavi R. The reproducibility of late gadolinium enhancement cardiovascular magnetic resonance imaging of post-ablation atrial scar: a cross-over study. Journal of Cardiovascular Magnetic Resonance 2018; 20(1). Publication link
Sanroma G, Benkarim OM, Piella G, Lekadir K, Hahner N, Eixarch E, González Ballester, MA. Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Computerized Medical Imaging and Graphics 2018; 69: 52-59. Publication link e-Repositori
García-Isla G, Olivares AL, Silva E, Nuñez-Garcia M, Butakoff C, Sanchez-Quintana D, G Morales H, Freixa X, Noailly J, De Potter T, Camara O. Sensitivity analysis of geometrical parameters to study haemodynamics and thrombus formation in the left atrial appendage. International Journal for Numerical Methods in Biomedical Engineering 2018; 34(8): 1-14. Publication link
Carrera I, Gelber PE, Chary G, Gómez Masdeu M, González Ballester MA, Monllau, JC, Noailly J. An intact fibula may contribute to allow early weight-bearing in surgically treated tibial plateau fractures. A computational evaluation. Knee Surgery, Sports Traumatology, Arthroscopy 2018; 26(3): 756-761. Publication link
Torrents-Barrena J, Piella G, Masoller N, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. LSTM fully convolutional neural networks for TTTS umbilical cord segmentation. International Journal of Computer Assisted Radiology and Surgery 2018; 13.
Mangado N, Ceresa M, López Velazco R, Mistrik P, González Ballester MA. Surgical planner for cochlear implantation outcome prediction. International Journal of Computer Assisted Radiology and Surgery 2018; 13.
Mangado López, Nerea; Ceresa, Mario; Benav, Heval; Mistrik, Pavel; Piella Fenoy, Gemma; González Ballester, Miguel Ángel. Towards a complete in-silico assessment of the outcome of cochlear implantation surgery. Molecular Neurobiology 2018; 55(1): 173-186. Publication link e-Repositori
Kjer HM, Fagertun J, Wimmer W, Gerber N, Vera S., Barazzetti L, Mangado N, Ceresa M, Piella G, Stark T, Stauber M, Reyes M, Weber S, Caversaccio M, González Ballester MA, Paulsen RR. Patient-specific estimation of detailed cochlear shape from clinical CT images. International Journal of Computer Assisted Radiology and Surgery 2018; 13(3): 389-396. Publication link
Ruiz Pujadas E, Kjer HM, Piella G, González Ballester MA. Random walks with statistical shape prior for cochlea and inner ear segmentation in micro-CT images. Machine Vision and Applications 2018; 29(3): 405-414. Publication link
Torrents-Barrena J, Piella G, Masoller N, Gratacos E, Eixarch E, Ceresa M, Ballester MAG. Fetal MRI Synthesis via Balanced Auto-Encoder Based Generative Adversarial Networks. Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society 2018; : 2599-2602. Publication link
Ruiz C, Del Rio L, Tassani S, Gonzalez MA, Humbert L, Noailly J, Di Gregorio S. Major principal stress (MPS) derived through DXA-based 3D modelling as a high predictive new variable for hip fracture. Osteoporosis International 2018; 29(527).
González Suárez, Ana; Pérez, Juan J; Berjano, Enrique. Should fluid dynamics be included in computer models of RF cardiac ablation by irrigated-tip electrodes?. BioMedical Engineering Online 2018; 17(1). Publication link
González Suárez, Ana; Pérez, Juan J.; d'Avila, Andre; Berjano, Enrique. RF-Energized Intracoronary Guidewire to Enhance Bipolar Ablation of the Interventricular Septum: In-silico Feasibility Study. International Journal of Hyperthermia 2018. Publication link
López-Guimet, Júlia; Peña-Pérez, Lucía; Bradley, Robert S.; García-Canadilla, Patricia; Disney, Catherine; Geng, Hua; Bodey, Andrew J.; Withers, Philip J.; Bijnens, Bart; Sherratt, Michael J.; Egea, Gustavo. MicroCT imaging reveals differential 3D micro-scale remodelling of the murine aorta in ageing and Marfan syndrome. Theranostics 2018; 8(21): 6038-6052. Publication link e-Repositori
Alcaine A, Soto-Iglesias D, Acosta J, Korshunov V, Penela D, Martínez M, Linhart M, Andreu D, Fernández-Armenta J, Laguna P, Martínez JP, Camara O, Berruezo A. Automatic activation mapping and origin identification of idiopathic outflow tract ventricular arrhythmias. Journal of Electrocardiology 2018; 51(2): 239-246. Publication link
Tassani S, Pani M, Noailly J, González Ballester MA. Trabecular Fracture Zone Might Not Be the Higher Strain Region of the Trabecular Framework. Frontiers in materials 2018; 5(6): 1-9. Publication link
Van Rijsbergen M, Van Rietbergen B, Barthelemy V, Eltes P, Lazáry A, Lacroix D, Noailly J, Tho M, Wilson W, Ito K. Comparison of patient-specific computational models vs. clinical follow-up, for adjacent segment disc degeneration and bone remodelling after spinal fusion. PLoS ONE 2018; 13(8). Publication link
Funke J, Zhang C, Pietzsch T, González Ballester MA, Saalfeld S. The candidate multi-cut for cell segmentation. Proceedings of the IEEE International Symposium on Biomedical Imaging 2018; : 649-653. e-Repositori
Benkarim OM, Hahner N, Piella G, Gratacos E, González Ballester MA, Eixarch E, Sanroma G. Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly. NeuroImage: Clinical 2018; 18: 103-114. Publication link e-Repositori
Wills CR, Foata B, González Ballester M, Karppinen J, Noailly J. Theoretical explorations generate new hypotheses about the role of the cartilage endplate in early intervertebral disk degeneration. Frontiers in Physiology 2018; 9: 1-12. Publication link
López Picazo M, Magallón Baro A, del Río Barquero LM, di Gregorio S, Martelli Y, Romera J, Steghöfer M, González Ballester MA, Humbert L. 3-D Subject-Specific Shape and Density Estimation of the Lumbar Spine From a Single Anteroposterior DXA Image Including Assessment of Cortical and Trabecular Bone. IEEE Transactions on Medical Imaging 2018; 37(12): 2651-2662. Publication link
Castellví Fernández, Quim; Mercadal Cavaller, Borja; Moll, Xavier; Fondevila, Dolors; Andaluz, Anna; Ivorra Cano, Antoni. Avoiding neuromuscular stimulation in liver irreversible electroporation using radiofrequency electric fields. Physics in medicine & biology 2018; 63(3). Publication link e-Repositori
Paun B, Bijnens B, Butakoff C. Relationship between the left ventricular size and the amount of trabeculations. International Journal for Numerical Methods in Biomedical Engineering 2018; 34(3): 1-10. Publication link e-Repositori
Soto-Iglesias D, Acosta J, Penela D, Fernández-Armenta J, Cabrera M, Martínez M, Vassanelli F, Alcaine A, Linhart M, Jáuregui B, Efimova E, Perea RJ, Prat-González S, Ortiz-Pérez JT, Bosch X, Mont L, Camara O, Berruezo A. Image-based criteria to identify the presence of epicardial arrhythmogenic substrate in patients with transmural myocardial infarction. Heart Rhythm 2018; 15(6): 814-821. Publication link
Alcaine, A; Soto-Iglesias, D; Acosta, J; Korshunov, V; Penela, D; Andreu, D; Fernandez-Armenta, J; Laguna, P; Martinez, JP; Camara, O; Berruezo, A. Clinical evaluation of an automatic activation mapping algorithm for identifying the site of origin of idiopathic ventricular arrhythmias. Europace 2018; 20(1). Publication link
Mangado N, Pons-Prats J, Coma M, Mistrik P, Piella G, Ceresa M, González Ballester MA. Computational evaluation of Cochlear implant surgery outcomes accounting for uncertainty and parameter variability. Frontiers in Physiology 2018; 9(498): 1-14. Publication link e-Repositori
Borda-Fortuny C, Tong KF, Chetty K. Low-cost mechanism to reconfigure the operating frequency band of a Vivaldi antenna for cognitive radio and spectrum monitoring applications. IET Microwaves, Antennas and Propagation 2018; 12(5): 779-782. Publication link e-Repositori
Guardiola M, Buitrago S, Fernández-Esparrach G, O'Callaghan JM, Romeu J, Cuatrecasas M, Córdova H, González Ballester MA, Camara O. Dielectric properties of colon polyps, cancer and normal mucosa: ex vivo measurements from 0.5 to 20 GHz. Medical physics 2018; 45(8): 3768-3782. Publication link
Rodriguez Martin R, del Rio Barquero L, Cetin I, Ruiz Wills C, González Ballester MA, Noailly J, Lekadir K. Modelado predictivo de la fractura de fémur a partir de imágenes DXA usando radiomica y técnicas de aprendizaje supervisadas. Revista de Osteoporosis y Metabolismo Mineral 2018; 10.
Ceresa ML, Olivares A, Noailly J, González Ballester MA. Coupled Immunological and Biomechanical Model of Emphysema Progression. Frontiers in Physiology 2018; 9(388): 1-16. Publication link e-Repositori
González Suárez A, Pérez J. J., Berjano E. Computing Modeling of Irrigated-tip Electrodes during RF Cardiac Ablation: Comparative Analysis between Including and Excluding the Problem of Fluid Dynamics. Computing in Cardiology 2018; 44. Publication link
González-Suárez, Ana; Herranz, David; Berjano, Enrique J.; Rubio-Guivernau, Jose L.; Margallo-Balbás, Eduardo. Relation between denaturation time measured by optical coherence reflectometry and thermal lesion depth during radiofrequency cardiac ablation: feasibility numerical study. Lasers in Surgery and Medicine 2018; 50(3): 222-229. Publication link e-Repositori
Ruiz-Vargas, Albert; Mohd Rosli, R.; Ivorra Cano, Antoni; Arkwright, JW. Impedance spectroscopy measurements as a tool for distinguishing different luminal content during bolus transit studies. Neurogastroenterology and Motility 2018; 30(6). Publication link e-Repositori
Balicevic V; Kalinic H; Loncaric S; Cikes M; Bijnens B. A computational model-based approach for atlas construction of aortic Doppler velocity profiles for segmentation purposes. Biomedical Signal Processing and Control 2018; 40: 23-32. Publication link e-Repositori
Andrzejak RG, Ruzzene G, Malvestio I, Schindler K, Schöll E, Zakharova A. Mean field phase synchronization between chimera states. Chaos 2018; 28(9). Publication link e-Repositori
López-Linares K, Aranjuelo N, Kabongo L, Maclair G, Lete N, Ceresa M, García-Familiar A, Macía I, González Ballester MA. Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using deep convolutional neural networks. Medical Image Analysis 2018; 46: 202-214. Publication link
Puch S, Sánchez I, Hernández A, Piella G, Prckovska V. Global Planar Convolutions for Improved Context Aggregation in Brain Tumor Segmentation. Lecture Notes in Computer Science / Artificial Intelligence 2018; : 393-405. Publication link
Doste, R; Soto-Iglesias, D; Alcaine, A; Giffard-Roisin, S; Sermesant, M; Berruezo, A; Camara, O. Prediction of the site of origin in outflow tract ventricular arrhythmias with electrophysiological simulations. Europace 2018; 20. Publication link
Castellví Fernández, Quim; Sánchez-Velázquez, Patricia; Moll, Xavier; Berjano, Enrique J.; Andaluz, Anna; Burdío Pinilla, Fernando; Bijnens, Bart; Ivorra Cano, Antoni. Modeling liver electrical conductivity during hypertonic injection. International Journal for Numerical Methods in Biomedical Engineering 2018; 34(1). Publication link e-Repositori
Garcia-Canadilla P, Dejea H, Bonnin A, Balicevic V, Loncaric S, Zhang C, Butakoff C, Aguado-Sierra J, Vázquez M, Jackson LH, Stuckey DJ, Rau C, Stampanoni M, Bijnens B, Cook AC. Complex congenital heart disease associated with disordered myocardial architecture in a midtrimester human fetus. Circulation. Cardiovascular imaging 2018; 11(10). Publication link e-Repositori
Kulkami, Aparna; Garcia Cañadilla, Patricia; Khan, Abdullah; Lorenzo, Jose Miguel; Beckerman, Karen; Valenzuela Alcaraz, Brenda; Cruz-Lemini, Mónica; Gomez, Olga; Gratacós Solsona, Eduard; Crispi Brillas, Fàtima; Bijnens, Bart. Remodeling of the cardiovascular circulation in fetuses of mothers with diabetes: A fetal computational model analysis. Placenta 2018; 63: 1-6. Publication link e-Repositori
Sanchez Martinez, Sergio; Duchateau, Nicolas; Erdei, Tamas; Kunszt, Gabor; Aakhus, Svend; Degiovanni, Anna; Marino, Paolo; Carluccio, Erberto; Piella Fenoy, Gemma; Fraser, Alan G.; Bijnens, Bart. Machine Learning Analysis of Left Ventricular Function to Characterize Heart Failure with Preserved Ejection Fraction. Circulation. Cardiovascular imaging 2018; 11(4). Publication link e-Repositori
Alcaine, A; Soto-Iglesias, D; Acosta, J; Penela, D; Andreu, D; Fernandez-Armenta, J; Laguna, P; Camara, O; Martinez, JP; Berruezo, A. Slow conducting channel identification from electroanatomical maps using an automatic algorithm in patients with scar-related ventricular arrhythmias. Europace 2018; 20(Suppl. 1). Publication link
Korfiatis VC, Tassani S, Matsopoulos GK. A new Ensemble Classification System for fracture zone prediction using imbalanced micro-CT bone morphometrical data. IEEE journal of biomedical and health informatics 2018; 22(4): 1189-1196. Publication link
Ruiz Wills C, Tassani S, González Ballester MA, Humbert L, del Río L, Noailly J. Predicting the risk of hip fracture from DXA-based 3D finite element simulations. Calcified Tissue International 2018; 102(Suppl. 1).
López Picazo M, Humbert L, di Gregorio S, González Ballester MA, del Río L. Can 3D-DXA derived measurements at the lumbar vertebrae predict fractures of the dorsal vertebrae?. Journal of Bone and Mineral Research 2018; 33(Suppl. 1): 163-164.
Duchateau, Josselin; Sacher, Frédéric; Pambrun, Thomas; Derval, Nicolas; Chamorro-Servent, Judit; Denis, Arnaud; Ploux, Sylvain; Hocini, Mélèze; Jaïs, Pierre; Bernus, Olivier; Haissaguerre, Michel; Dubois, Rémi. Performance And Limitations Of Non-Invasive Cardiac Activation Mapping. Heart Rhythm 2018; 16(3): 435-442. Publication link Dataset

Vázquez-Oliver A, Brambilla-Pisone C, Domingo-Gainza, M, Maldonado R, Ivorra A, Ozaita A. Auricular transcutaneous vagus nerve stimulation improves memory persistence in naïve mice and in an intellectual disability mouse model. Brain Stimulation 2020; 13(2): 494-498.