Journal articles
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Qasim M, López Picazo M, Ruiz Wills C, Noailly J, Di Gregorio S, Del Río Barquero LM, 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). |
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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. |
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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). |
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De Vente C, Vermeer KA, Jaccard N, Wang H, Sun H, Khader F, Truhn D, Aimyshev T, Zhanibekuly Y, Le TD, Galdran A, González 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 2024; 43(1): 542-557. |
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Fiorentino MC, Villani FP, Benito Herce R, González Ballester MA, Mancini A, López-Linares Román K. An intensity-based self-supervised domain adaptation method for intervertebral disc segmentation in magnetic resonance imaging (in press). International Journal of Computer Assisted Radiology and Surgery 2024. |
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Ali S, Ghatwary N, Jha D, Isik-Polat E, Polat G, Yang C, Li W, Galdran A, Ballester MAG, Thambawita V, Hicks S, Poudel S, Lee SW, Jin Z, Gan T, Yu CH, Yan JP, Yeo D, Lee H, Tomar NK, Haithami M, Ahmed A, Riegler MA, Daul C, Halvorsen P, Rittscher J, Salem OE, Lamarque D, Cannizzaro R, Realdon S, de Lange T, East JE. Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. Scientific Reports 2024; 14(1). |
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Bocanegra-Perez AJ, 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). |
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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). |
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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). |
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Tassani S, Chaves P, Beardsley M, Vujovic M, Ramírez J, Mendoza J, Portero-Tresserra M, González-Ballester MA, Hernández-Leo D. Breathing, postural stability, and psychological health: a study to explore triangular links. Frontiers in Bioengineering and Biotechnology 2024; 12. |
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Segarra-Queralt M, Galofré M, Tio L, Monfort J, Monllau JC, 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). |
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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). |
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Yap MH, Cassidy B, Byra M, Liao TY, Yi H, Galdran A, Chen YH, Brüngel R, Koitka S, Friedrich CM, Lo YW, Yang CH, Li K, Lao Q, Ballester MAG, Carneiro G, Ju YJ, Huang JD, Pappachan JM, Reeves ND, Chandrabalan V, Dancey D, Kendrick C. Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. Medical Image Analysis 2024; 94: 1-14. |
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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). |
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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. |
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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). |
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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). |
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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. |
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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). |
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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; 1-1. |