Gerard Sanroma

According to our database, Gerard Sanroma authored at least 44 papers between 2006 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Miguel Ángel González Ballester, Gerard Sanroma

Medical Image Anal., 2020

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

2019

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.

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

IEEE Trans. Medical Imaging, 2019

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

2018

Editorial: Deep Mining Big Social Data.

Xiaofeng Zhu, Gerard Sanroma, Jilian Zhang, Brent C. Munsell

World Wide Web, 2018

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

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

IEEE Trans. Medical Imaging, 2018

Learning non-linear patch embeddings with neural networks for label fusion.

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

Medical Image Anal., 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

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 Stöcker, Monique M. B. Breteler

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection.

Marta Nuñez Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff, Oscar Camara

Proceedings of the Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Fetal cortical parcellation based on growth patterns.

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

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

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

Discriminative confidence estimation for probabilistic multi-atlas label fusion.

Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma

Medical Image Anal., 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, Gemma Piella, Miguel Ángel González Ballester

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI.

Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir

Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017

On the Role of Patch Spaces in Patch-Based Label Fusion.

Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma

Proceedings of the Patch-Based Techniques in Medical Imaging, 2017

2016

Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates.

Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester

Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016

Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning.

Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition.

Guorong Wu, Minjeong Kim, Gerard Sanroma, Qian Wang, Brent C. Munsell, Dinggang Shen

NeuroImage, 2015

A transversal approach for patch-based label fusion via matrix completion.

Gerard Sanroma, Guorong Wu, Yaozong Gao, Kim-Han Thung, Yanrong Guo, Dinggang Shen

Medical Image Anal., 2015

Building dynamic population graph for accurate correspondence detection.

Shaoyi Du, Yanrong Guo, Gerard Sanroma, Dong Ni, Guorong Wu, Dinggang Shen

Medical Image Anal., 2015

Discriminative Dimensionality Reduction for Patch-Based Label Fusion.

Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester

Proceedings of the Machine Learning Meets Medical Imaging - First International Workshop, 2015

2014

Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation".

Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen

IEEE Trans. Medical Imaging, 2014

Learning to Rank Atlases for Multiple-Atlas Segmentation.

Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen

IEEE Trans. Medical Imaging, 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

Novel Multi-Atlas Segmentation by Matrix Completion.

Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014

Learning-Based Atlas Selection for Multiple-Atlas Segmentation.

Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012

Graph matching using position coordinates and local features for image analysis.

Gerard Sanroma

PhD thesis, 2012

Smooth point-set registration using neighboring constraints.

Gerard Sanroma, René Alquézar, Francesc Serratosa, Blas Herrera

Pattern Recognit. Lett., 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

Group-wise Sparse Correspondences between Images based on a Common Labelling Approach.

Albert Solé-Ribalta, Gerard Sanroma, Francesc Serratosa, René Alquézar

Proceedings of the VISAPP 2012, 2012

Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar.

Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

2011

Smooth Simultaneous Structural Graph Matching and Point-Set Registration.

Gerard Sanroma, René Alquézar, Francesc Serratosa

Proceedings of the Graph-Based Representations in Pattern Recognition, 2011

2010

Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot.

Gerard Sanroma, René Alquézar, Francesc Serratosa

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Attributed Graph Matching for Image-Features Association Using SIFT Descriptors.

Gerard Sanroma, René Alquézar, Francesc Serratosa

Proceedings of the Structural, 2010

A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features.

Gerard Sanroma, René Alquézar, Francesc Serratosa

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2008

A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms.

Francesc Serratosa, Gerard Sanroma

Int. J. Pattern Recognit. Artif. Intell., 2008

Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes.

Gerard Sanroma, Francesc Serratosa, René Alquézar

Proceedings of the Structural, 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

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Shape Learning with Function-Described Graphs.

Gerard Sanroma, Francesc Serratosa, René Alquézar

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007

Modelling Intermittently Present Features Using Nonlinear Point Distribution Models.

Gerard Sanroma, Francesc Serratosa

Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

A New Algorithm to Compute the Distance Between Multi-dimensional Histograms.

Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu

Proceedings of the Progress in Pattern Recognition, 2007

2006

An Efficient Distance Between Multi-dimensional Histograms for Comparing Images.

Francesc Serratosa, Gerard Sanroma

Proceedings of the Structural, 2006