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Gerard Sanroma-Guell
Gerard Sanroma-Guell
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Cited by
Year
Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?
O Bernard, A Lalande, C Zotti, F Cervenansky, X Yang, PA Heng, I Cetin, ...
IEEE transactions on medical imaging 37 (11), 2514-2525, 2018
7672018
Benchmark on automatic six-month-old infant brain segmentation algorithms: the iSeg-2017 challenge
L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE transactions on medical imaging 38 (9), 2219-2230, 2019
1272019
Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition
G Wu, M Kim, G Sanroma, Q Wang, BC Munsell, D Shen, ...
NeuroImage 106, 34-46, 2015
1042015
Learning to rank atlases for multiple-atlas segmentation
G Sanroma, G Wu, Y Gao, D Shen
IEEE transactions on medical imaging 33 (10), 1939-1953, 2014
692014
A new graph matching method for point-set correspondence using the EM algorithm and Softassign
G Sanromà, R Alquézar, F Serratosa
Computer vision and image understanding 116 (2), 292-304, 2012
612012
Building dynamic population graph for accurate correspondence detection
S Du, Y Guo, G Sanroma, D Ni, G Wu, D Shen
Medical image analysis 26 (1), 256-267, 2015
482015
A radiomics approach to computer-aided diagnosis with cardiac cine-MRI
I Cetin, G Sanroma, SE Petersen, S Napel, O Camara, MAG Ballester, ...
International workshop on statistical atlases and computational models of …, 2017
472017
Smooth point-set registration using neighboring constraints
G Sanromà, R Alquézar, F Serratosa, B Herrera
Pattern Recognition Letters 33 (15), 2029-2037, 2012
432012
Toward the automatic quantification of in utero brain development in 3D structural MRI: A review
OM Benkarim, G Sanroma, VA Zimmer, E Muñoz‐Moreno, N Hahner, ...
Human brain mapping 38 (5), 2772-2787, 2017
382017
A transversal approach for patch-based label fusion via matrix completion
G Sanroma, G Wu, Y Gao, KH Thung, Y Guo, D Shen
Medical image analysis 24 (1), 135-148, 2015
252015
Building an ensemble of complementary segmentation methods by exploiting probabilistic estimates
G Sanroma, OM Benkarim, G Piella, MÁG Ballester
International Workshop on Machine Learning in Medical Imaging, 27-35, 2016
242016
Instantaneous threat detection based on a semantic representation of activities, zones and trajectories
GJ Burghouts, K Schutte, RJM ten Hove, SP van den Broek, J Baan, ...
Signal, Image and Video Processing 8 (1), 191-200, 2014
242014
A unified approach to the recognition of complex actions from sequences of zone-crossings
G Sanromà, L Patino, G Burghouts, K Schutte, J Ferryman
Image and Vision Computing 32 (5), 363-378, 2014
212014
Learning non-linear patch embeddings with neural networks for label fusion
G Sanroma, OM Benkarim, G Piella, O Camara, G Wu, D Shen, JD Gispert, ...
Medical image analysis 44, 143-155, 2018
182018
Fetal cortical surface atlas parcellation based on growth patterns
J Xia, F Wang, OM Benkarim, G Sanroma, G Piella, ...
Human brain mapping 40 (13), 3881-3899, 2019
172019
Learning-based atlas selection for multiple-atlas segmentation
G Sanroma, G Wu, Y Gao, D Shen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
172014
Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly
OM Benkarim, N Hahner, G Piella, E Gratacos, MAG Ballester, E Eixarch, ...
NeuroImage: Clinical 18, 103-114, 2018
142018
Novel multi-atlas segmentation by matrix completion
G Sanroma, G Wu, K Thung, Y Guo, D Shen
International Workshop on Machine Learning in Medical Imaging, 207-214, 2014
142014
Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation
G Sanroma, OM Benkarim, G Piella, K Lekadir, N Hahner, E Eixarch, ...
Computerized Medical Imaging and Graphics 69, 52-59, 2018
132018
Attributed graph matching for image-features association using sift descriptors
G Sanromà, R Alquézar, F Serratosa
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2010
132010
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