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Gerard Sanroma
Person information
- affiliation: German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
- affiliation: Universitat Pompeu Fabra, DTIC, Barcelona, Spain
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2020 – today
- 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
A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. 64: 101750 (2020)
2010 – 2019
- 2019
- [j17]Oualid M. Benkarim
Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. 71: 79-89 (2019) - [j16]Li Wang
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 38(9): 2219-2230 (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) - 2018
- [j15]Gerard Sanroma, Oualid M. Benkarim
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
Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 44: 143-155 (2018) - [j13]Olivier Bernard
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
Editorial: Deep Mining Big Social Data. World Wide Web 21(6): 1449-1452 (2018) - [c24]Jing Xia, Caiming Zhang, Fan Wang, Oualid M. Benkarim
Fetal cortical parcellation based on growth patterns. ISBI 2018: 696-699 - [c23]Gerard Sanroma, Loes Rutten-Jacobs, Valerie Lohner
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
Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. STACOM@MICCAI 2018: 302-310 - [c21]Oualid M. Benkarim
Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) 2018: 620-627 - [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
- [j11]Veronika A. M. Zimmer
Learning and combining image neighborhoods using random forests for neonatal brain disease classification. Medical Image Anal. 42: 189-199 (2017) - [j10]Oualid M. Benkarim
Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. 42: 274-287 (2017) - [c20]Oualid M. Benkarim
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
Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI 2017: 74-81 - [c18]Irem Cetin
A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI 2017: 82-90 - [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] - 2016
- [c17]Gerard Sanroma, Oualid M. Benkarim
Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. MLMI@MICCAI 2016: 27-35 - [c16]Oualid M. Benkarim
Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. MICCAI (2) 2016: 505-512 - 2015
- [j9]Gerard Sanroma
A transversal approach for patch-based label fusion via matrix completion. Medical Image Anal. 24(1): 135-148 (2015) - [j8]Shaoyi Du
Building dynamic population graph for accurate correspondence detection. Medical Image Anal. 26(1): 256-267 (2015) - [j7]Guorong Wu, Minjeong Kim, Gerard Sanroma
Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. NeuroImage 106: 34-46 (2015) - [c15]Gerard Sanroma, Oualid M. Benkarim
Discriminative Dimensionality Reduction for Patch-Based Label Fusion. MLMMI@ICML 2015: 94-103 - 2014
- [j6]Gerard Sanroma
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
Learning to Rank Atlases for Multiple-Atlas Segmentation. IEEE Trans. Medical Imaging 33(10): 1939-1953 (2014) - [j4]Gerard Sanroma
Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation". IEEE Trans. Medical Imaging 33(11): 2210 (2014) - [c14]Gerard Sanroma
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
- [b1]Gerard Sanroma:
Graph matching using position coordinates and local features for image analysis. University of Rovira i Virgili, Spain, 2012 - [j3]Gerard Sanroma
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
Smooth point-set registration using neighboring constraints. Pattern Recognit. Lett. 33(15): 2029-2037 (2012) - [c12]Gerard Sanroma
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
Smooth Simultaneous Structural Graph Matching and Point-Set Registration. GbRPR 2011: 142-151 - 2010
- [c9]Gerard Sanroma
A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. ICPR 2010: 954-957 - [c8]Gerard Sanroma
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
2000 – 2009
- 2008
- [j1]Francesc Serratosa
A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms. Int. J. Pattern Recognit. Artif. Intell. 22(8): 1539-1558 (2008) - [c6]Gerard Sanroma
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
Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. SSPR/SPR 2008: 298-307 - 2007
- [c3]Francesc Serratosa
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
An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. SSPR/SPR 2006: 412-421
Coauthor Index
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