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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
, 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)
2010 – 2019
- 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) - [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
, 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) - [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 - [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
, 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) - [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 - [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
, 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
- [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) - [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
- [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) - [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
- [b1]Gerard Sanroma:
Graph matching using position coordinates and local features for image analysis. University of Rovira i Virgili, Spain, 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) - [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
2000 – 2009
- 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) - [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
Coauthor Index
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last updated on 2024-06-04 20:45 CEST by the dblp team
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