Publications
A selection of my academic publications. For a complete list, see my Google Scholar profile.
2023
Martí-Juan, G., Lorenzi, M., Sanroma-Guell, G., Piella, G., and the Alzheimer’s Disease Neuroimaging Initiative. (2023). MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer’s disease progression modelling. NeuroImage, 268, 119892. DOI: 10.1016/j.neuroimage.2023.119892
Martí-Juan, G., Sastre-Garriga, J., Martinez-Heras, E., Vellido, A., Sanz, P., Alberich, M., Solana, E., Lopez-Soley, E., Montejo, C., Sepulveda, M., Cobo-Calvo, A., Cabrera, M., Borruel, L., Sola-Valls, N., Villoslada, P., Saiz, A., Blanco, Y., Montalban, X., Rovira, A., Piella, G., Llufriu, S. (2023). Using The Virtual Brain to study the relationship between structural and functional connectivity in patients with multiple sclerosis: a multicenter study. Cerebral Cortex, 33(8), 4695-4705. DOI: 10.1093/cercor/bhad041
2022
Martí-Juan, G., Frias, M., Sanz, P., Alba-Arbalat, S., Vidal-Jordana, A., Sastre-Garriga, J., Montalban, X., Piella, G., Rovira, A., Llufriu, S., Prados, F. (2022). Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network. NeuroImage: Clinical, 36, 103187. DOI: 10.1016/j.nicl.2022.103187
2020
Martí-Juan, G., Sanroma-Guell, G., Cacciaglia, R., Falcon, C., Operto, G., Molinuevo, J.L., Gonzalez Ballester, M.A., Piella, G., and the ALFA Study. (2020). Nonlinear interaction between APOE ε4 allele load and age in the hippocampal surface of cognitively intact individuals. Human Brain Mapping, 41(17), 5062-5076. DOI: 10.1002/hbm.25202
2019
Martí-Juan, G., Sanroma, G., Piella, G. (2019). Revealing heterogeneity of brain imaging phenotypes in Alzheimer’s disease based on unsupervised clustering of blood marker profiles. PLoS ONE, 14(3), e0211121. DOI: 10.1371/journal.pone.0211121
2017
Nam Le, Hervé Bredin, Gabriel Sargent, Miquel India, Paula Lopez-Otero, Claude Barras, Camille Guinaudeau, Guillaume Gravier, Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton Patrocínio Jr., Silvio Jamil F. Guimarães, Gerard Martí, Josep Ramon Morros, Javier Hernando, Laura Docio-Fernandez, Carmen Garcia-Mateo, Sylvain Meignier, Jean-Marc Odobez. (2017). Towards large scale multimedia indexing: A case study on person discovery in broadcast news. In Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing (CBMI ‘17), Article 18, 6 pages. DOI: 10.1145/3095713.3095732
2016
India, M., Martí, G., Cotillas, C., Bouritsas, G., Sayrol, E., Morros, J.R., et al. (2016). UPC System for the 2016 MediaEval Multimodal Person Discovery in Broadcast TV task. In MediaEval 2016 Workshop, Hilversum, The Netherlands. Available at UPCommons