Gerard Sanroma

45 papers A* 1B 2C 2Journal 18Unranked 19

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly. Medical Image Anal. Oualid M. Benkarim, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Dinggang Shen, Gang Li, Miguel Ángel González Ballester, Gerard Sanroma
2019	J	`jnl`	A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. CoRR Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
2019	J	`jnl`	Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. IEEE Trans. Medical Imaging 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
2019	J	`jnl`	Patch spaces and fusion strategies in patch-based label fusion. Comput. Medical Imaging Graph. Oualid M. Benkarim, Gemma Piella, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Gerard Sanroma
2018	J	`jnl`	Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? IEEE Trans. Medical Imaging 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
2018	J	`jnl`	Editorial: Deep Mining Big Social Data. World Wide Web Xiaofeng Zhu, Gerard Sanroma, Jilian Zhang, Brent C. Munsell
2018	—	`conf`	Fetal cortical parcellation based on growth patterns. ISBI 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
2018	J	`jnl`	Learning non-linear patch embeddings with neural networks for label fusion. Medical Image Anal. 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
2018	J	`jnl`	Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation. Comput. Medical Imaging Graph. Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Karim Lekadir, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester
2018	—	`conf`	Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection. STACOM@MICCAI Marta Nuñez Garcia, Xiahai Zhuang, Gerard Sanroma, Lei Li, Lingchao Xu, Constantine Butakoff, Oscar Camara
2018	—	`ed.`	Patch-Based Techniques in Medical Imaging - 4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings Patch-MI@MICCAI Wenjia Bai, Gerard Sanroma, Guorong Wu, Brent C. Munsell, Yiqiang Zhan, Pierrick Coupé
2018	—	`conf`	Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding. MICCAI (3) Oualid M. Benkarim, Gerard Sanroma, Gemma Piella, Islem Rekik, Nadine Hahner, Elisenda Eixarch, Miguel Ángel González Ballester, Dinggang Shen, Gang Li
2018	—	`conf`	SCCA-Ref: Novel Sparse Canonical Correlation Analysis with Reference to Discover Independent Spatial Associations Between White Matter Hyperintensities and Atrophy. MLMI@MICCAI Gerard Sanroma, Loes Rutten-Jacobs, Valerie Lohner, Johanna Kramme, Sach Mukherjee, Martin Reuter, Tony Stöcker, Monique M. B. Breteler
2017	—	`conf`	A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI. STACOM@MICCAI Irem Cetin, Gerard Sanroma, Steffen E. Petersen, Sandy Napel, Oscar Camara, Miguel Ángel González Ballester, Karim Lekadir
2017	J	`jnl`	Discriminative confidence estimation for probabilistic multi-atlas label fusion. Medical Image Anal. Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2017	—	`conf`	Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors. Patch-MI@MICCAI Gerard Sanroma, Víctor Andrea, Oualid M. Benkarim, José V. Manjón, Pierrick Coupé, Oscar Camara, Gemma Piella, Miguel Ángel González Ballester
2017	—	`conf`	On the Role of Patch Spaces in Patch-Based Label Fusion. Patch-MI@MICCAI Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2017	—	`ed.`	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 Patch-MI@MICCAI Guorong Wu, Brent C. Munsell, Yiqiang Zhan, Wenjia Bai, Gerard Sanroma, Pierrick Coupé
2016	—	`conf`	Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates. MLMI@MICCAI Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester
2016	—	`conf`	Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning. MICCAI (2) Oualid M. Benkarim, Gemma Piella, Miguel Ángel González Ballester, Gerard Sanroma
2015	J	`jnl`	A transversal approach for patch-based label fusion via matrix completion. Medical Image Anal. Gerard Sanroma, Guorong Wu, Yaozong Gao, Kim-Han Thung, Yanrong Guo, Dinggang Shen
2015	J	`jnl`	Building dynamic population graph for accurate correspondence detection. Medical Image Anal. Shaoyi Du, Yanrong Guo, Gerard Sanroma, Dong Ni, Guorong Wu, Dinggang Shen
2015	—	`conf`	Discriminative Dimensionality Reduction for Patch-Based Label Fusion. MLMMI@ICML Gerard Sanroma, Oualid M. Benkarim, Gemma Piella, Guorong Wu, Xiaofeng Zhu, Dinggang Shen, Miguel Ángel González Ballester
2015	J	`jnl`	Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition. NeuroImage Guorong Wu, Minjeong Kim, Gerard Sanroma, Qian Wang, Brent C. Munsell, Dinggang Shen
2014	J	`jnl`	A unified approach to the recognition of complex actions from sequences of zone-crossings. Image Vis. Comput. Gerard Sanroma, Jose Luis Patino, Gertjan J. Burghouts, Klamer Schutte, James M. Ferryman
2014	J	`jnl`	Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation". IEEE Trans. Medical Imaging Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
2014	J	`jnl`	Learning to Rank Atlases for Multiple-Atlas Segmentation. IEEE Trans. Medical Imaging Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
2014	A*	`conf`	Learning-Based Atlas Selection for Multiple-Atlas Segmentation. CVPR Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen
2014	—	`conf`	Novel Multi-Atlas Segmentation by Matrix Completion. MLMI Gerard Sanroma, Guorong Wu, Kim-Han Thung, Yanrong Guo, Dinggang Shen
2012	J	`jnl`	A new graph matching method for point-set correspondence using the EM algorithm and Softassign. Comput. Vis. Image Underst. Gerard Sanroma, René Alquézar, Francesc Serratosa
2012	—	`—`	Graph matching using position coordinates and local features for image analysis. Gerard Sanroma
2012	—	`conf`	Group-wise Sparse Correspondences between Images based on a Common Labelling Approach. VISAPP (1) Albert Solé-Ribalta, Gerard Sanroma, Francesc Serratosa, René Alquézar
2012	—	`conf`	Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. SSPR/SPR Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte
2012	J	`jnl`	Smooth point-set registration using neighboring constraints. Pattern Recognit. Lett. Gerard Sanroma, René Alquézar, Francesc Serratosa, Blas Herrera
2011	—	`conf`	Smooth Simultaneous Structural Graph Matching and Point-Set Registration. GbRPR Gerard Sanroma, René Alquézar, Francesc Serratosa
2010	B	`conf`	A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features. ICPR Gerard Sanroma, René Alquézar, Francesc Serratosa
2010	—	`conf`	Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. SSPR/SPR Gerard Sanroma, René Alquézar, Francesc Serratosa
2010	—	`conf`	Graph Matching using SIFT Descriptors - An Application to Pose Recovery of a Mobile Robot. VISAPP (2) Gerard Sanroma, René Alquézar, Francesc Serratosa
2008	J	`jnl`	A Fast Approximation of the Earth-Movers Distance between Multidimensional Histograms. Int. J. Pattern Recognit. Artif. Intell. Francesc Serratosa, Gerard Sanroma
2008	—	`conf`	Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. SSPR/SPR Gerard Sanroma, Francesc Serratosa, René Alquézar
2008	B	`conf`	Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation. ICPR Gerard Sanroma, Francesc Serratosa, René Alquézar
2008	—	`conf`	Shape Learning with Function-Described Graphs. ICIAR Gerard Sanroma, Francesc Serratosa, René Alquézar
2007	C	`conf`	A New Algorithm to Compute the Distance Between Multi-dimensional Histograms. CIARP Francesc Serratosa, Gerard Sanroma, Alberto Sanfeliu
2007	C	`conf`	Modelling Intermittently Present Features Using Nonlinear Point Distribution Models. PSIVT Gerard Sanroma, Francesc Serratosa
2006	—	`conf`	An Efficient Distance Between Multi-dimensional Histograms for Comparing Images. SSPR/SPR Francesc Serratosa, Gerard Sanroma