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ORCIDGerard Sanroma
Person information
- affiliation: German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- affiliation: Universitat Pompeu Fabra, DTIC, Barcelona, Spain
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Books and Theses
- 2012
[b1]Gerard Sanroma:
Graph matching using position coordinates and local features for image analysis. University of Rovira i Virgili, Spain, 2012
Journal Articles
- 2020
- [j19]Gerard Martí-Juan, Gerard Sanroma-Guell, Gemma Piella:
A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease. Comput. Methods Programs Biomed. 189: 105348 (2020) - [j18]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: 101750 (2020) - 2019
- [j17]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: 79-89 (2019) - [j16]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): 2219-2230 (2019) - 2018
- [j15]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: 52-59 (2018) - [j14]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: 143-155 (2018) - [j13]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 Jäger, 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): 2514-2525 (2018) - [j12]Xiaofeng Zhu, Gerard Sanroma, Jilian Zhang, Brent C. Munsell:
Editorial: Deep Mining Big Social Data. World Wide Web 21(6): 1449-1452 (2018) - 2017
- [j11]Veronika A. M. Zimmer, Ben Glocker, Nadine Hahner, Elisenda Eixarch, Gerard Sanromá, Eduard Gratacós, Daniel Rueckert, Miguel Ángel González Ballester, Gemma Piella:
Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Anal. 42: 189-199 (2017) - [j10]Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma:
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42: 274-287 (2017) - 2015
- [j9]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): 135-148 (2015) - [j8]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): 256-267 (2015) - [j7]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: 34-46 (2015) - 2014
- [j6]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): 363-378 (2014) - [j5]Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen:
Learning to Rank Atlases for Multiple-Atlas Segmentation. IEEE Trans. Medical Imaging 33(10): 1939-1953 (2014) - [j4]Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen:
Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation". IEEE Trans. Medical Imaging 33(11): 2210 (2014) - 2012
- [j3]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): 292-304 (2012) - [j2]Gerard Sanroma, René Alquézar, Francesc Serratosa, Blas Herrera:
Smooth point-set registration using neighboring constraints. Pattern Recognit. Lett. 33(15): 2029-2037 (2012) - 2008
- [j1]Francesc Serratosa, Gerard Sanroma:
A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms. Int. J. Pattern Recognit. Artif. Intell. 22(8): 1539-1558 (2008)
Conference and Workshop Papers
- 2018
- [c24]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: 696-699 - [c23]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: 81-88 - [c22]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: 302-310 - [c21]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: 620-627 - 2017
- [c20]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: 37-44 - [c19]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: 74-81 - [c18]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: 82-90 - 2016
- [c17]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: 27-35 - [c16]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: 505-512 - 2015
- [c15]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: 94-103 - 2014
- [c14]Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen:
Learning-Based Atlas Selection for Multiple-Atlas Segmentation. CVPR 2014: 3111-3117 - [c13]Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen:
Novel Multi-Atlas Segmentation by Matrix Completion. MLMI 2014: 207-214 - 2012
- [c12]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: 225-233 - [c11]Albert Solé-Ribalta, Gerard Sanroma, Francesc Serratosa, René Alquézar:
Group-wise Sparse Correspondences between Images based on a Common Labelling Approach. VISAPP (1) 2012: 269-278 - 2011
- [c10]Gerard Sanroma, René Alquézar, Francesc Serratosa:
Smooth Simultaneous Structural Graph Matching and Point-Set Registration. GbRPR 2011: 142-151 - 2010
- [c9]Gerard Sanroma, René Alquézar, Francesc Serratosa:
A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. ICPR 2010: 954-957 - [c8]Gerard Sanroma, René Alquézar, Francesc Serratosa:
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. SSPR/SPR 2010: 254-263 - [c7]Gerard Sanroma, René Alquézar, Francesc Serratosa:
Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot. VISAPP (2) 2010: 249-254 - 2008
- [c6]Gerard Sanroma, Francesc Serratosa, René Alquézar:
Shape Learning with Function-Described Graphs. ICIAR 2008: 475-484 - [c5]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: 1-4 - [c4]Gerard Sanroma, Francesc Serratosa, René Alquézar:
Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. SSPR/SPR 2008: 298-307 - 2007
- [c3]Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu:
A New Algorithm to Compute the Distance Between Multi-dimensional Histograms. CIARP 2007: 115-123 - [c2]Gerard Sanroma, Francesc Serratosa:
Modelling Intermittently Present Features Using Nonlinear Point Distribution Models. PSIVT 2007: 260-273 - 2006
- [c1]Francesc Serratosa, Gerard Sanroma:
An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. SSPR/SPR 2006: 412-421
Editorship
- 2018
- [e2]Wenjia Bai, Gerard Sanroma, Guorong Wu, Brent C. Munsell, Yiqiang Zhan, Pierrick Coupé:
Patch-Based Techniques in Medical Imaging - 4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings. Lecture Notes in Computer Science 11075, Springer 2018, ISBN 978-3-030-00499-6 [contents] - 2017
- [e1]Guorong Wu, Brent C. Munsell, Yiqiang Zhan, Wenjia Bai, Gerard Sanroma, Pierrick Coupé:
Patch-Based Techniques in Medical Imaging - Third International Workshop, Patch-MI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings. Lecture Notes in Computer Science 10530, Springer 2017, ISBN 978-3-319-67433-9 [contents]
Informal and Other Publications
- 2019
- [i1]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 abs/1909.11854 (2019)
Coauthor Index
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