journal publications

2019

J Xia, F Wang, OM Benkarim, G Sanroma, G Piella, MA González Ballester, N Hahner, E Eixarch, C Zhang, D Shen, and G Li: Fetal Cortical Surface Atlas Parcellation Based on Growth Patterns. Human Brain Mapping (in press, 2019)
G Martí-Juan, G Sanroma and G. Piella: Revealing heterogeneity of brain imaging phenotypes in Alzheimer’s disease based on unsupervised clustering of blood marker profiles. PLoS ONE (2019)
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, K Lekadir, O Camara, MA González Ballester, G Sanroma, S Napel, S Petersen, G Tziritas, E Grinias, M Khened, VA Kollerathu, G Krishnamurthi, MM Rohé, X Pennec, M Sermesant, F Isensee, P Jäger, KH Maier-Hein, CF Baumgartner, LM Koch, JM Wolterink, I Isgum, Y Jang, Y Hong, J Patravali, S Jain, O Humbert and PM Jodoin: Deep Learning Techniques for Automatic MRI Cardiac Multi-structures Segmentation and Diagnosis: Is the Problem Solved?. IEEE Transactions on Medical Imaging (2019)
L Wang, D Nie, G Li, E Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, J Chen, KH Thung, TD Bui, J Shin, G Zeng, G Zheng, VS Fonov, A Doyle, Y Xu, P Moeskops, JPW Pluim, C Desrosiers, IB Ayed, G Sanroma, OM Benkarim, A Casamitjana, V Vilaplana, W Lin, G Li, and D Shen: Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Transactions on Medical Imaging (2019)

OM Benkarim, G Piella, N Hahner, E Eixarch, MA González Ballester and G Sanroma: Patch Spaces and Fusion Strategies in Patch-based Label Fusion. Computerized Medical Imaging and Graphics (2018)
G Sanroma, OM Benkarim, G Piella, K Lekadir, N Hahner, E Eixarch and MA González Ballester: Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Computerized Medical Imaging and Graphics (2018)
OM Benkarim, N Hahner, G Piella, E Gratacos, MA González Ballester, E Eixarch and G Sanroma: Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly. NeuroImage Clinical (2018)

G Sanroma, OM Benkarim, G Piella, O Camara, G Wu, D Shen, JD Gispert, JL Molinuevo and MA González Ballester: Learning Non-Linear Patch Embeddings with Neural Networks for Label Fusion. Medical Image Analysis (2017)
OM Benkarim, G Piella, MA González Ballester and G Sanroma: Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Analysis (2017)
VA Zimmer, B Glocker, N Hahner, E Eixarch, G Sanroma, D Rueckert, MA González Ballester and G Piella: Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Analysis (2017)
OM Benkarim, G Sanroma, VA Zimmer, E Munoz-Moreno, N Hahner, E Eixarch, O Camara, MA González Ballester and G Piella: Towards the automatic quantification of in utero brain development in 3D structural MRI: a review. Human Brain Mapping (2017)

G Sanroma, A Penate-Sanchez, R Alquezar, F Serratosa, F Moreno-Noguer, J Andrade-Cetto and MA González Ballester: MSClique: discovering multiple structures in image pairs with the maximum weighted clique problem. PLoS ONE (2016)

S Du, Y Guo, G Sanroma, D Ni, G Wu and D Shen: Building dynamic population graph for accurate correspondence detection. Medical Image Analysis (2015)
G Sanroma, G Wu, Y Gao, KH Thung, Y Guo and D Shen: A Transversal approach for patch-based label fusion via matrix completion. Medical Image Analysis (2015)

G Wu, MJ Kim, G Sanroma, Q Wang and D Shen: Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. Neuroimage (2015)
GJ Burghouts, K Schutte, RJM ten Hove, SP van den Broek, J Baan, O Rajadell, J van Huis, J van Rest, P Hanckmann, H Bouma, G Sanroma, M Evans and J Ferryman: Instantaneous threat detection based on a semantic representation of activities, zones and trajectories. Signal, Image and Video Processing (2014)
G Sanroma, G Wu, Y Gao and D Shen: Learning to rank atlases for multiple-atlas segmentation. IEEE Transactions on Medical Imaging (2014)
G Sanroma, L Patino, G Burghouts, K Schutte and J Ferryman: A unified approach to the recognition of complex actions from sequences of zone-crossings. Image and Vision Computing (2014) Editor’s Choice Article

G Sanroma, R Alquézar, F Serratosa and B Herrera: Smooth point-set registration using neighboring constraints. Pattern Recognition Letters (2012)

G Sanroma, R Alquezar and F Serratosa: A new graph matching method for point-set correspondence using the EM algorithm and Softassign. Computer Vision and Image Understanding (2011)

F Serratosa and G Sanroma: A fast approximation of the earth-mover’s distance between multi-dimensional histograms. International Journal of Pattern Recognition and Artificial Intelligence (2008)