An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. - Francesc Serratosa; Gerard Sanroma (SSPR/SPR, 2006)

A New Algorithm to Compute the Distance Between Multi-dimensional Histograms. - Francesc Serratosa; Gerard Sanroma; Alberto Sanfeliu (CIARP, 2007)

Modelling Intermittently Present Features Using Nonlinear Point Distribution Models. - Gerard Sanroma; Francesc Serratosa (PSIVT, 2007)

Shape Learning with Function-Described Graphs. - Gerard Sanroma; Francesc Serratosa; René Alquézar (ICIAR, 2008)

Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation. - Gerard Sanroma; Francesc Serratosa; René Alquézar (ICPR, 2008)

Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. - Gerard Sanroma; Francesc Serratosa; René Alquézar (SSPR/SPR, 2008)

A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms. - Francesc Serratosa; Gerard Sanroma (Int. J. Pattern Recognit. Artif. Intell., 2008)

A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. - Gerard Sanroma; René Alquézar; Francesc Serratosa (ICPR, 2010)

Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. - Gerard Sanroma; René Alquézar; Francesc Serratosa (SSPR/SPR, 2010)

Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot. - Gerard Sanroma; René Alquézar; Francesc Serratosa (VISAPP (2), 2010)

Smooth Simultaneous Structural Graph Matching and Point-Set Registration. - Gerard Sanroma; René Alquézar; Francesc Serratosa (GbRPR, 2011)

Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. - Gerard Sanroma; Gertjan J. Burghouts; Klamer Schutte (SSPR/SPR, 2012)

Group-wise Sparse Correspondences between Images based on a Common Labelling Approach. - Albert Solé-Ribalta; Gerard Sanroma; Francesc Serratosa; René Alquézar (VISAPP (1), 2012)

A new graph matching method for point-set correspondence using the EM algorithm and Softassign. - Gerard Sanroma; René Alquézar; Francesc Serratosa (Comput. Vis. Image Underst., 2012)

Smooth point-set registration using neighboring constraints. - Gerard Sanroma; René Alquézar; Francesc Serratosa; Blas Herrera (Pattern Recognit. Lett., 2012)

Graph matching using position coordinates and local features for image analysis. - Gerard Sanroma (2012)

Learning-Based Atlas Selection for Multiple-Atlas Segmentation. - Gerard Sanroma; Guorong Wu 001; Yaozong Gao; Dinggang Shen (CVPR, 2014)

Novel Multi-Atlas Segmentation by Matrix Completion. - Gerard Sanroma; Guorong Wu 001; Kim-Han Thung; Yanrong Guo; Dinggang Shen (MLMI, 2014)

A unified approach to the recognition of complex actions from sequences of zone-crossings. - Gerard Sanroma; Jose Luis Patino; Gertjan J. Burghouts; Klamer Schutte; James M. Ferryman (Image Vis. Comput., 2014)

Learning to Rank Atlases for Multiple-Atlas Segmentation. - Gerard Sanroma; Guorong Wu 001; Yaozong Gao; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation". - Gerard Sanroma; Guorong Wu 001; Yaozong Gao; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Discriminative Dimensionality Reduction for Patch-Based Label Fusion. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Guorong Wu 001; Xiaofeng Zhu 001; Dinggang Shen; Miguel Ángel González Ballester (MLMMI@ICML, 2015)

Building dynamic population graph for accurate correspondence detection. - Shaoyi Du; Yanrong Guo; Gerard Sanroma; Dong Ni 001; Guorong Wu 001; Dinggang Shen (Medical Image Anal., 2015)

A transversal approach for patch-based label fusion via matrix completion. - Gerard Sanroma; Guorong Wu 001; Yaozong Gao; Kim-Han Thung; Yanrong Guo; Dinggang Shen (Medical Image Anal., 2015)

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. - Guorong Wu 001; Minjeong Kim; Gerard Sanroma; Qian Wang 001; Brent C. Munsell; Dinggang Shen (NeuroImage, 2015)

Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (MICCAI (2), 2016)

Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester (MLMI@MICCAI, 2016)

On the Role of Patch Spaces in Patch-Based Label Fusion. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (Patch-MI@MICCAI, 2017)

A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. - Irem Cetin; Gerard Sanroma; Steffen E. Petersen; Sandy Napel; Oscar Camara 001; Miguel Ángel González Ballester; Karim Lekadir (STACOM@MICCAI, 2017)

Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. - Gerard Sanroma; Víctor Andrea; Oualid M. Benkarim; José V. Manjón; Pierrick Coupé; Oscar Camara 001; Gemma Piella; Miguel Ángel González Ballester (Patch-MI@MICCAI, 2017)

Discriminative confidence estimation for probabilistic multi-atlas label fusion. - Oualid M. Benkarim; Gemma Piella; Miguel Ángel González Ballester; Gerard Sanroma (Medical Image Anal., 2017)

Learning and combining image neighborhoods using random forests for neonatal brain disease classification. - Veronika A. M. Zimmer; Ben Glocker; Nadine Hahner; Elisenda Eixarch; Gerard Sanromá; Eduard Gratacós; Daniel Rueckert; Miguel Ángel González Ballester; Gemma Piella (Medical Image Anal., 2017)

Fetal cortical parcellation based on growth patterns. - Jing Xia; Caiming Zhang 001; Fan Wang 023; Oualid M. Benkarim; Gerard Sanroma; Gemma Piella; Miguel Ángel González Ballester; Nadine Hahner; Elisenda Eixarch; Dinggang Shen; Gang Li 001 (ISBI, 2018)

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. - Oualid M. Benkarim; Gerard Sanroma; Gemma Piella; Islem Rekik; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester; Dinggang Shen; Gang Li 001 (MICCAI (3), 2018)

Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. - Marta Nuñez Garcia; Xiahai Zhuang; Gerard Sanroma; Lei Li 020; Lingchao Xu; Constantine Butakoff; Oscar Camara 001 (STACOM@MICCAI, 2018)

SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy. - Gerard Sanroma; Loes Rutten-Jacobs; Valerie Lohner; Johanna Kramme; Sach Mukherjee; Martin Reuter 001; Tony Stöcker; Monique M. B. Breteler (MLMI@MICCAI, 2018)

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Karim Lekadir; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester (Comput. Medical Imaging Graph., 2018)

Learning non-linear patch embeddings with neural networks for label fusion. - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Oscar Camara 001; Guorong Wu 001; Dinggang Shen; Juan Domingo Gispert; José Luis Molinuevo; Miguel Ángel González Ballester; Alzheimer's Disease Neuroimaging Initiative (Medical Image Anal., 2018)

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? - Olivier Bernard 001; Alain Lalande; Clément Zotti; Frederic Cervenansky; Xin Yang 009; Pheng-Ann Heng; Irem Cetin; Karim Lekadir; Oscar Camara 001; Miguel Ángel González Ballester; Gerard Sanroma; Sandy Napel; et al. (IEEE Trans. Medical Imaging, 2018)

Editorial: Deep Mining Big Social Data. - Xiaofeng Zhu 001; Gerard Sanroma; Jilian Zhang; Brent C. Munsell (World Wide Web, 2018)

Patch spaces and fusion strategies in patch-based label fusion. - Oualid M. Benkarim; Gemma Piella; Nadine Hahner; Elisenda Eixarch; Miguel Ángel González Ballester; Gerard Sanroma (Comput. Medical Imaging Graph., 2019)

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. - Li Wang 026; Dong Nie; Guannan Li; Élodie Puybareau; Jose Dolz; Qian Zhang 066; Fan Wang 023; Jing Xia; Zhengwang Wu; Jiawei Chen 001; Kim-Han Thung; Toan Duc Bui; et al. (IEEE Trans. Medical Imaging, 2019)

A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease. - Gerard Martí-Juan; Gerard Sanroma-Guell; Gemma Piella (Comput. Methods Programs Biomed., 2020)

A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. - Oualid M. Benkarim; Gemma Piella; Islem Rekik; Nadine Hahner; Elisenda Eixarch; Dinggang Shen; Gang Li 001; Miguel Ángel González Ballester; Gerard Sanroma (Medical Image Anal., 2020)