Gerard Sanroma

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 18

Top Topics

Learning To Rank

Mri Segmentation

Weighted Voting

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Patch-MI@MICCAI

Publications

Oualid M. Benkarim, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li, Miguel Ángel González Ballester, Gerard Sanroma
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. 64 (2020)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. CoRR (2019)
Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38 (9) (2019)
Oualid M. Benkarim, Gemma Piella, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Gerard Sanroma
Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. 71 (2019)
Xiaofeng Zhu, Gerard Sanroma, Jilian Zhang, Brent C. Munsell
Editorial: Deep Mining Big Social Data. World Wide Web 21 (6) (2018)
Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li
Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Oscar Camara, Guorong Wu, Dinggang Shen, Juan Domingo Gispert, José Luis Molinuevo, Miguel Ángel González Ballester, Alzheimer's Disease Neuroimaging Initiative
Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 44 (2018)
Marta Nuñez Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff, Oscar Camara
Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. STACOM@MICCAI (2018)
Olivier Bernard, Alain Lalande, Clément Zotti, Frederic Cervenansky, Xin Yang, Pheng-Ann Heng, Irem Cetin, Karim Lekadir, Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, Sandy Napel, Steffen E. Petersen, Georgios Tziritas, Elias Grinias, Mahendra Khened, Alex Varghese, Ganapathy Krishnamurthi, Marc-Michel Rohé, Xavier Pennec, Maxime Sermesant, Fabian Isensee, Paul Jaeger, Klaus H. Maier-Hein, Peter M. Full, Ivo Wolf, Sandy Engelhardt, Christian F. Baumgartner, Lisa M. Koch, Jelmer M. Wolterink, Ivana Isgum, Yeonggul Jang, Yoonmi Hong, Jay Patravali, Shubham Jain, Olivier Humbert, Pierre-Marc Jodoin
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 37 (11) (2018)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Karim Lekadir, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester
Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Comput. Medical Imaging Graph. 69 (2018)
Jing Xia, Caiming Zhang, Fan Wang, Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Miguel Ángel González Ballester, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li
Fetal cortical parcellation based on growth patterns. ISBI (2018)
Gerard Sanroma, Loes Rutten-Jacobs, Valerie Lohner, Johanna Kramme, Sach Mukherjee, Martin Reuter, Tony Stöcker, Monique M. B. Breteler
SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy. MLMI@MICCAI (2018)
Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
On the Role of Patch Spaces in Patch-Based Label Fusion. Patch-MI@MICCAI (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42 (2017)
Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara, Gemma Piella, Miguel Ángel González Ballester
Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI (2017)
Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. MICCAI (2) (2016)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester
Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. MLMI@MICCAI (2016)
Gerard Sanroma, Guorong Wu, Yaozong Gao, Kim-Han Thung, Yanrong Guo, Dinggang Shen
A transversal approach for patch-based label fusion via matrix completion. Medical Image Anal. 24 (1) (2015)
Shaoyi Du, Yanrong Guo, Gerard Sanroma, Dong Ni, Guorong Wu, Dinggang Shen
Building dynamic population graph for accurate correspondence detection. Medical Image Anal. 26 (1) (2015)
Guorong Wu, Minjeong Kim, Gerard Sanroma, Qian Wang, Brent C. Munsell, Dinggang Shen
Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. NeuroImage 106 (2015)
Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester
Discriminative Dimensionality Reduction for Patch-Based Label Fusion. MLMMI@ICML (2015)
Gerard Sanroma, Jose Luis Patino, Gertjan J. Burghouts, Klamer Schutte, James M. Ferryman
A unified approach to the recognition of complex actions from sequences of zone-crossings. Image Vis. Comput. 32 (5) (2014)
Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation". IEEE Trans. Medical Imaging 33 (11) (2014)
Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
Learning-Based Atlas Selection for Multiple-Atlas Segmentation. CVPR (2014)
Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen
Novel Multi-Atlas Segmentation by Matrix Completion. MLMI (2014)
Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
Learning to Rank Atlases for Multiple-Atlas Segmentation. IEEE Trans. Medical Imaging 33 (10) (2014)
Gerard Sanroma, René Alquézar, Francesc Serratosa, Blas Herrera
Smooth point-set registration using neighboring constraints. Pattern Recognit. Lett. 33 (15) (2012)
Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte
Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. SSPR/SPR (2012)
Gerard Sanroma, René Alquézar, Francesc Serratosa
A new graph matching method for point-set correspondence using the EM algorithm and Softassign. Comput. Vis. Image Underst. 116 (2) (2012)
Albert Solé-Ribalta, Gerard Sanroma, Francesc Serratosa, René Alquézar
Group-wise Sparse Correspondences between Images based on a Common Labelling Approach. VISAPP (1) (2012)
Gerard Sanroma, René Alquézar, Francesc Serratosa
Smooth Simultaneous Structural Graph Matching and Point-Set Registration. GbRPR (2011)
Gerard Sanroma, René Alquézar, Francesc Serratosa
Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot. VISAPP (2) (2010)
Gerard Sanroma, René Alquézar, Francesc Serratosa
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. SSPR/SPR (2010)
Gerard Sanroma, René Alquézar, Francesc Serratosa
A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. ICPR (2010)
Gerard Sanroma, Francesc Serratosa, René Alquézar
Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. SSPR/SPR (2008)
Francesc Serratosa, Gerard Sanroma
A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms. Int. J. Pattern Recognit. Artif. Intell. 22 (8) (2008)
Gerard Sanroma, Francesc Serratosa, René Alquézar
Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation. ICPR (2008)
Gerard Sanroma, Francesc Serratosa, René Alquézar
Shape Learning with Function-Described Graphs. ICIAR (2008)
Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu
A New Algorithm to Compute the Distance Between Multi-dimensional Histograms. CIARP (2007)
Gerard Sanroma, Francesc Serratosa
Modelling Intermittently Present Features Using Nonlinear Point Distribution Models. PSIVT (2007)
Francesc Serratosa, Gerard Sanroma
An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. SSPR/SPR (2006)