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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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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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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Martí-Baena1, Quim; Pascuet-Fontanet,Andreu Berjaga-Buisan, Tomas; Caravaca-Rodríguez, Miriam; Puig-Costa-Jussa, Jaume; Sanchez-Mejias, Avencia; Ivan¿i¿, Dimitrije; Mogas-Díez, Sira; Güell, Marc; Macia, Javier. Intein-mediated thyroid hormone biosensors: towards controlled delivery of hormone therapy. Frontiers in Bioengineering and Biotechnology 2024; 4(0). |
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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. |
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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 M.A.. 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 R.J.; Caralt M.T.; Crovetto F.; Gonzalez Ballester M.A.; 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 M.A.. 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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Bocanegra 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. |
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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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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 M.N.; Roque A.; Gonzalez Ballester M.A.; Herance J.R.. 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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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. |
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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 M.A.; 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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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. |