Journal articles
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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, 2( ). |
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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; ( ). |
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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. |
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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. |
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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. |
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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). |
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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. |
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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. |
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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). |
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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). |
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Marti-Juan G, Lorenzi M, Piella G. MC-RVAE: multi-channel recurrent variational autoencoder for multimodal Alzheimer¿s disease progression modelling. NeuroImage 2023; 268( ). |
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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. |
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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; ( ). |
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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( ). |
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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. |
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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. |
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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( ). |
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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. |
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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. |
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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. |