| 2018 | MICCAI | 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 ngel Gonzlez Ballester, Dinggang Shen, Gang Li |
| 2018 | MICCAI | Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. | Marta Nuez Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff, Oscar Camara |
| 2018 | MICCAI | 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, Tony Stcker, Monique M. B. Breteler |
| 2017 | MICCAI | On the Role of Patch Spaces in Patch-Based Label Fusion. | Oualid M. Benkarim, Gemma Piella, Miguel ngel Gonzlez Ballester, Gerard Sanroma |
| 2017 | MICCAI | A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. | Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel ngel Gonzlez Ballester, Karim Lekadir |
| 2017 | MICCAI | Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. | Gerard Sanroma, Vctor Andrea, Oualid M. Benkarim, Jos V. Manjn, Pierrick Coup, Oscar Camara, Gemma Piella, Miguel ngel Gonzlez Ballester |
| 2016 | MICCAI | Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. | Oualid M. Benkarim, Gemma Piella, Miguel ngel Gonzlez Ballester, Gerard Sanroma |
| 2016 | MICCAI | Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. | Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel ngel Gonzlez Ballester |
| 2015 | ICML | Discriminative Dimensionality Reduction for Patch-Based Label Fusion. | Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel ngel Gonzlez Ballester |
| 2014 | CVPR | Learning-Based Atlas Selection for Multiple-Atlas Segmentation. | Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen |
| 2014 | MICCAI | Novel Multi-Atlas Segmentation by Matrix Completion. | Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen |
| 2012 | SSPR | Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. | Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte |
| 2010 | ICPR | A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. | Gerard Sanroma, Ren Alquzar, Francesc Serratosa |
| 2010 | SSPR | Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. | Gerard Sanroma, Ren Alquzar, Francesc Serratosa |
| 2008 | ICPR | Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation. | Gerard Sanroma, Francesc Serratosa, Ren Alquzar |
| 2008 | SSPR | Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. | Gerard Sanroma, Francesc Serratosa, Ren Alquzar |
| 2007 | CIARP | A New Algorithm to Compute the Distance Between Multi-dimensional Histograms. | Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu |
| 2007 | PSIVT | Modelling Intermittently Present Features Using Nonlinear Point Distribution Models. | Gerard Sanroma, Francesc Serratosa |
| 2006 | SSPR | An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. | Francesc Serratosa, Gerard Sanroma |