Journal articles


Rafael-Palou X, Aubanell A, Bonavita I, Ceresa M, Piella G, Ribas V, González Ballester MA. 3D siamese neural networks for matching pulmonary nodules in series of CT scans. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1).
Marti-Juan G, Sanroma G, Piella G. A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's Disease. Computer Methods and Programs in Biomedicine 2020; 189. Publication link
Nogueira M, De Craene M, Sanchez-Martinez S, Chowdhury D, Bijnens B, Piella G. Analysis of Nonstandardized Stress Echocardiography Sequences Using Multiview Dimensionality Reduction. Medical Image Analysis 2020; 60. Publication link e-Repositori
Mantzagriotis S, Mangado N, González Ballester MA, Ceresa M. Analysis of pitch distortion in continuous time for cochlear implantation surgery. International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1).
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 2020. Publication link
López Picazo M, Humbert L, Winzenrieth R, Di Gregorio S, González Ballester MA, del Río Barquero LM. Association between osteoporotic femoral neck fractures and DXA-derived 3D measurements at lumbar spine: A case-control study. Archives of Osteoporosis 2020; 15(8): 1-10. Publication link
López Picazo M, Humbert L, Di Gregorio S, González Ballester MA, del Río Barquero LM. Can 3D measurements obtained by lumbar DXA predict fractures in the dorsal vertebrae?. Revista de Osteoporosis y Metabolismo Mineral 2020.
Campello VM, Martín-Isla C, Izquierdo C, Petersen SE, González Ballester MA, Lekadir K. Combining multi-sequence and synthetic images for improved segmentation of late gadolinium enhanced MRI. Lecture Notes in Computer Science / Artificial Intelligence 2020; 12009: 290-299.
Torrents-Barrena J, Piella G, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Deep Q-CapsNet reinforcement learning framework for intrauterine cavity segmentation in TTTS fetal surgery planning. IEEE Transactions on Medical Imaging 2020. Publication link
Higueras Esteban A, Delgado-Martínez I, Serrano L, Principe A, González Ballester MA, Rocamora R, Serra L, Conesa G. Diffusion Tensor Imaging (DTI) tractography filtering tools for Stereotactic Electro-Encephalography (SEEG). International Journal of Computer Assisted Radiology and Surgery 2020; 15(Suppl. 1).

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