Journal articles
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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). |
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Cetin I, Stephens M, Camara O, González MA. Attri-VAE: attribute-based interpretable representations of medical images with variational autoencoders. Computerized Medical Imaging and Graphics 2023; (104). |
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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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Benkarim O, Paquola C, Park BY, Royer J, Rodríguez-Cruces R, Vos de Wael R, Misic B, Piella G, Bernhardt BC. A Riemannian approach to predicting brain function from the structural connectome. NeuroImage 2022; (257): 1-14. |
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Martí-Juan G, Frías M, Garcia-Vidal A, Vidal-Jordana A, Alberich M, Calderon W, Piella G, Camara O, Montalban X, Sastre-Garriga J, Rovira A, Pareto D. Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network. NeuroImage 2022; (36): 1-8. |
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Herance JR, Martín-Saladich Q, Velásquez MA, Hernandez C, Aparicio C, Ramirez-Serra C, Ferrer R, Giralt-Arnaiz M, González-Ballester MA, Pericàs JM, Castell-Conesa J, Aguadé-Bruix S, Simó R. Identification of myocardial insulin resistance by using liver tests: a simple approach for clinical practice. International Journal of Molecular Sciences 2022; 23(15): 1-12. |
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Garcia-Canadilla P, Sanchez-Martinez S, Martí-Castellote PM, Slorach C, Hui W, Piella G, Aguado AM, Nogueira M, Mertens L, Bijnens BH, Friedberg MK. Machine-learning based exploration to identify remodeling patterns associated with death or heart-transplant in pediatric-dilated cardiomyopathy. Journal of Heart and Lung Transplantation 2022; 41(4): 516-526. |
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Loenen ACY, Noailly J, Ito K, Willems PC, Arts JJ, van Rietbergen B. Patient-specific variations in local strain patterns on the surface of a trussed titanium interbody cage.. Frontiers in Bioengineering and Biotechnology 2022; (9): 1-10. |
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Alomar A, Morales A, Vellvé K, Porras AR, Crispi F, Linguraru MG, Piella G, Sukno F. Reconstruction of the fetus face from three-dimensional ultrasound using a newborn face statistical shape model.. Computer Methods and Programs in Biomedicine 2022; (221). |
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Segarra-Queralt M, Neidlin M, Tio L, Monfort J, Monllau JC, González Ballester MÁ, Alexopoulos LG, Piella G, Noailly J. Regulatory network-based model to simulate the biochemical regulation of chondrocytes in healthy and osteoarthritic environments. Scientific Reports 2022; 12(1). |
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Simeon G, Piella G, Camara O, Pareto D. Riemannian geometry of functional connectivity matrices for multi-site attention-deficit/Hyperactivity disorder data harmonization. Frontiers in Neuroinformatics 2022; (16). |
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Galdran A, Hewitt KJ, Ghaffari Laleh N, Kather JN, Carneiro G, González Ballester MA. Test time transform prediction for open set histopathological image recognition. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022; ( ): 263-272. |
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Torrents-Barrena J, Monill N, Piella G, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Assessment of Radiomics and Deep Learning for the Segmentation of Fetal and Maternal Anatomy in Magnetic Resonance Imaging and Ultrasound. Academic Radiology 2021; 28(2): 173-188. |
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Liu Y, Wang X, Wu Z, López-Linares K, Macía I, Ru X, Zhao H, González Ballester MA, Zhang C. Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. Medical Image Analysis 2021; 75( ): 1-19. |
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Sepúlveda-Martínez A, Rodriguez-Lopez M, Bernardino G, Prat-Gonzalez S, Pajuelo C, Perea R, Caralt MT, Casu G, Vellve K, Crovetto F, De Craene M, Butakoff C, González Ballester MA, Sitges M, Bijnens B, Gratacos E, Crispi F. Cardiac magnetic resonance in young adults born small for gestational age reveals right ventricular remodelling. Ultrasound in Obstetrics and Gynecology 2021; 58(S1): 77-77. |
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Tio L, Castro-Domínguez F, Polino L, Ojeda F, Tassani S, Torres-Claramunt R, Martínez-Díaz S, González Ballester MA, Noailly J, Monllau JC, Monfort J. Central sensitization does not play a role in total knee replacement decision in osteoarthritic patients. Osteoarthritis and Cartilage 2021; 29(S1): 233-235. |
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Jiménez-Sánchez A, Mateus D, Kirchhoff S, Kirchhoff C, Biberthaler P, Navab N, González Ballester MA, Piella G. Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty. Medical Image Analysis 2021; 75( ): 1-12. |
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Fernández-Velilla E, González Ballester MA, Quera J, Pera O, Sanz X, Foro P, Membrive I, Rodriguez N, Reig A, Algara M. Determination of the optimal range for virtual monoenergetic images in dual-energy CT based on physical quality parameters. Medical physics 2021; 48(9): 5085-5095. |
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Bousquet J, Bedbrook A, Czarlewski W, De Carlo G, Fonseca JA, González Ballester MA, Illario M, Koskinen S, Laatikainen T, Onorato GL, Palkonen S, Patella V, Pham-Thi N, Puggioni F, Ventura MT, Joos G, Kuna P, Louis R, Makris M, Zalud P, Zuberbier T, Bachert C, Brussino L, Carreiro-Martins P, Carrion y Ribas C, Chalabinsky M, Costa EM, de Vries G, Gemicioglu B, Gennimata D, Micheli Y, Niedoszytko M, Regateiro F, Romantowski J, Taborda-Barrata L, Toppila-Salmi S, Tsiligianni I, Viart F, Laune D. Digital Health Europe (DHE) Twinning on severe asthma - kick-off meeting report. Journal of thoracic disease 2021; 13(5): 3215-3225. |
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Blanco AD, Tassani S, Ramirez R. Effects of Visual and Auditory Feedback in Violin and Singing Voice Pitch Matching Tasks. Frontiers in Psychology 2021; 12( ): 1-15. |