Publications

• 16 Listed here
• 12 Journal articles
• 2016–2026 Span

2026

• Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge

  Zalevskyi, V., Sanchez, T., Kaandorp, M., Roulet, M., Fajardo-Rojas, D., Li, L., Hutter, J., Li, H. B., Barkovich, M. J., Ji, H., Wilhelmi, L., Dändliker, A., Steger, C., Koob, M., Gomez, Y., Jakovčić, A., Klaić, M., Adžić, A., Marković, P., Grabarić, G., Rados, M., Aviles Verdera, J., Kasprian, G., Dovjak, G., Gaubert-Rachmühl, R., Aschwanden, M., Zeng, Q., Karimi, D., Peruzzo, D., Ciceri, T., Longari, G., Hamadache, R. E., Bouzid, A., Lladó, X., Chiarella, S., Martí-Juan, G., González Ballester, M. Á., Castellaro, M., Pinamonti, M., Visani, V., Cremese, R., Sam, K., Gaudfernau, F., Ahir, P., Parikh, M., Zenk, M., Baumgartner, M., Maier-Hein, K., Tianhong, L., Hong, Y., Longfei, Z., Preloznik, D., Špiclin, Ž., Won Choi, J., Li, M., Fu, J., Wang, G., Jiang, J., Tong, L., Du, B., Gondova, A., You, S., Im, K., Qayyum, A., Mazher, M., Niederer, S. A., Jakab, A., Licandro, R., Payette, K., Bach Cuadra, M.

  Medical Image Analysis, 109, 103941.

  journal DOI: 10.1016/j.media.2026.103941

• Data quality biases normative models derived from fetal brain MRI

  Sanchez, T., Mihailov, A., Martí-Juan, G., Girard, N., Manchon, A., Milh, M., Eixarch, E., Dunet, V., Koob, M., Pomar, L., Sichitiu, J., González Ballester, M. A., Camara, O., Piella, G., Bach Cuadra, M., Auzias, G.

  Imaging Neuroscience.

  journal DOI: 10.1162/imag.a.1337

• Fetpype: An Open-Source Pipeline for Reproducible Fetal Brain MRI Analysis

  Sanchez, T., Martí-Juan, G., Meunier, D., Ballester, M. A. G., Camara, O., Eixarch, E., Piella, G., Cuadra, M. B., Auzias, G.

  Journal of Open Source Software, 11(122), 10278.

  journal DOI: 10.21105/joss.10278

2025

• Automatic Quality Control in Multi-centric Fetal Brain MRI Super-Resolution Reconstruction

  Sanchez, T., Zalevskyi, V., Mihailov, A., Martí-Juan, G., Eixarch, E., Jakab, A., Dunet, V., Koob, M., Auzias, G., Bach Cuadra, M.

  Perinatal, Preterm and Paediatric Image Analysis, 3–14.

  conference DOI: 10.1007/978-3-032-05997-0_1

• Biometry and volumetry in multi-centric fetal brain magnetic resonance imaging: assessing the bias of super-resolution reconstruction

  Sanchez, T., Mihailov, A., Koob, M., Girard, N., Manchon, A., Valenzuela, I., Gómez-Chiari, M., Martí-Juan, G., Pron, A., Eixarch, E., Piella, G., Gonzalez Ballester, M. A., Camara, O., Dunet, V., Auzias, G., Bach Cuadra, M.

  Pediatric Radiology, 55(10), 2064–2075.

  journal DOI: 10.1007/s00247-025-06347-7

• Longitudinal Assessment of Abnormal Cortical Folding in Fetuses and Neonates With Isolated Non-Severe Ventriculomegaly

  Urru, A., Benkarim, O., Martí-Juan, G., Hahner, N., Piella, G., Eixarch, E., González Ballester, M. A.

  Brain and Behavior, 15(1), e70255.

  journal DOI: 10.1002/brb3.70255

2024

• Assessing Data Quality on Fetal Brain MRI Reconstruction: A Multi-site and Multi-rater Study

  Sanchez, T., Mihailov, A., Gomez, Y., Martí-Juan, G., Eixarch, E., Jakab, A., Dunet, V., Koob, M., Auzias, G., Cuadra, M. B.

  Perinatal, Preterm and Paediatric Image Analysis, 46–56.

  conference DOI: 10.1007/978-3-031-73260-7_5

• Conservation of structural brain connectivity in people with multiple sclerosis

  Martí-Juan, G., Sastre-Garriga, J., Vidal-Jordana, A., Llufriu, S., Martinez-Heras, E., Groppa, S., González-Escamilla, G., Rocca, M. A., Filippi, M., Høgestøl, E. A., Harbo, H. F., Foster, M. A., Collorone, S., Toosy, A. T., Schoonheim, M. M., Strijbis, E., Pontillo, G., Petracca, M., Deco, G., Rovira, À., Pareto, D.

  Network Neuroscience, 8(4), 1545–1562.

  journal DOI: 10.1162/netn_a_00404

2023

• MC-RVAE: Multi-channel recurrent variational autoencoder for multimodal Alzheimer’s disease progression modelling

  Martí-Juan, G., Lorenzi, M., Piella, G., the Alzheimer’s Disease Neuroimaging Initiative

  NeuroImage, 268, 119892.

  journal DOI: 10.1016/j.neuroimage.2023.119892

• Using The Virtual Brain to study the relationship between structural and functional connectivity in patients with multiple sclerosis: a multicenter study

  Martí-Juan, G., Sastre-Garriga, J., Martinez-Heras, E., Vidal-Jordana, A., Llufriu, S., Groppa, S., Gonzalez-Escamilla, G., Rocca, M. A., Filippi, M., Høgestøl, E. A., Harbo, H. F., Foster, M. A., Toosy, A. T., Schoonheim, M. M., Tewarie, P., Pontillo, G., Petracca, M., Rovira, À., Deco, G., Pareto, D.

  Cerebral Cortex, 33(12), 7322–7334.

  journal DOI: 10.1093/cercor/bhad041

2022

• Detection of lesions in the optic nerve with magnetic resonance imaging using a 3D convolutional neural network

  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, À., Pareto, D.

  NeuroImage: Clinical, 36, 103187.

  journal DOI: 10.1016/j.nicl.2022.103187

2020

• A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s disease

  Martí-Juan, G., Sanroma-Guell, G., Piella, G.

  Computer Methods and Programs in Biomedicine, 189, 105348.

  journal DOI: 10.1016/j.cmpb.2020.105348

• Nonlinear interaction between APOE ε4 allele load and age in the hippocampal surface of cognitively intact individuals

  Martí-Juan, G., Sanroma-Guell, G., Cacciaglia, R., Falcon, C., Operto, G., Molinuevo, J. L., González Ballester, M. Á., Gispert, J. D., Piella, G., the Alzheimer’s Disease Neuroimaging Initiative, the ALFA Study

  Human Brain Mapping, 42(1), 47–64.

  journal DOI: 10.1002/hbm.25202

2019

• Revealing heterogeneity of brain imaging phenotypes in Alzheimer’s disease based on unsupervised clustering of blood marker profiles

  Martí-Juan, G., Sanromà, G., Piella, G.

  PLOS ONE, 14(3), e0211121.

  journal DOI: 10.1371/journal.pone.0211121

2017

• Towards large scale multimedia indexing: A case study on person discovery in broadcast news

  Le, N., Bredin, H., Sargent, G., India, M., Lopez-Otero, P., Barras, C., Guinaudeau, C., Gravier, G., da Fonseca, G. B., Freire, I. L., Patrocínio, Z., Guimarães, S. J. F., Martí, G., Morros, J. R., Hernando, J., Docio-Fernandez, L., Garcia-Mateo, C., Meignier, S., Odobez, J.

  Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, 1–6.

  conference DOI: 10.1145/3095713.3095732

2016

• UPC System for the 2016 MediaEval Multimodal Person Discovery in Broadcast TV task

  India, M., Martí, G., Cotillas, C., Bouritsas, G., Sayrol, E., Morros, J. R.

  MediaEval 2016 Workshop, Hilversum, The Netherlands.

  conference UPCommons