Journal articles


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.
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.
Torrents-Barrena, J.; Monill, N.; Piella, G.; Gratacós, E.; Eixarch, E.; Ceresa, M.; González Ballester, M.A. Assessment of Radiomics and Deep Learning for the Segmentation of Fetal and Maternal Anatomy in Magnetic Resonance Imaging and Ultrasound. Academic Radiology 2020.
Rafael-Palou, X.; Bonavita, I.; Ceresa, M.; Piella, G.; Ribas, V.; González Ballester, M.A. Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline. Computer Methods and Programs in Biomedicine 2020.
Ruiz Wills C, Olivares AL, Tassani S, Ceresa M, Zimmer V, González Ballester MA, Del Río LM, Humbert L, Noailly J. 3D patient-specific finite element models of the proximal femur based on DXA towards the classification of fracture and non-fracture cases. Bone 2019; 121: 89-99. Publication link
Perera-Bel E, Ivorra A, González Ballester MA. A plaform for irreversible electroporation treatment planning. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Masias M, Cetim I, Petersen SE, González Ballester MA, Piella G, Lekadir K. Can one predict brain disease based on cardiac imaging data? A proof-of-concept study. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Supl. 1).
Torrents-Barrena J, López-Velazco R, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Capsule networks for mother's womb segmentation in TTTS fetal surgery planning. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 1).
Torrents-Barrena J, López-Velazco R, Piella G, Masoller N, Valenzuela-Alcaraz B, Gratacós E, Eixarch E, Ceresa M, González Ballester MA. Clinical usability testing of the first TTTS surgical planning and simulation framework. International Journal of Computer Assisted Radiology and Surgery 2019; 14(Suppl. 14).
Guardiola M, Djafri K, Challal M, González Ballester MA, Fernández-Esparrach G, Camara O, Romeu J. Design and evaluation of an antenna applicator for a microwave colonoscopy system. IEEE transactions on antennas and propagation 2019; 67(8): 4968-4977. Publication link

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