| 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 | 1946 | 2018 |
| 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 | 205 | 2019 |
| 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 | 116 | 2015 |
| 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 | 74 | 2014 |
| 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 | 65 | 2012 |
| Relation between sex, menopause, and white matter hyperintensities: the Rhineland study V Lohner, G Pehlivan, G Sanroma, A Miloschewski, MD Schirmer, ... Neurology 99 (9), e935-e943, 2022 | 60 | 2022 |
| A radiomics approach to computer-aided diagnosis with cardiac cine-MRI I Cetin, G Sanroma, SE Petersen, S Napel, O Camara, MAG Ballester, ... Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS …, 2018 | 60 | 2018 |
| 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 | 51 | 2015 |
| 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 | 45 | 2017 |
| Smooth point-set registration using neighboring constraints G Sanromà, R Alquézar, F Serratosa, B Herrera Pattern Recognition Letters 33 (15), 2029-2037, 2012 | 45 | 2012 |
| 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 | 38 | 2019 |
| 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 | 32 | 2018 |
| 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 | 29 | 2018 |
| 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 | 27 | 2015 |
| 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, 191-200, 2014 | 27 | 2014 |
| 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 | 25 | 2016 |
| Global and regional changes in cortical development assessed by MRI in fetuses with isolated nonsevere ventriculomegaly correlate with neonatal neurobehavior N Hahner, OM Benkarim, M Aertsen, M Perez-Cruz, G Piella, G Sanroma, ... American Journal of Neuroradiology 40 (9), 1567-1574, 2019 | 24 | 2019 |
| 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 | 21 | 2014 |
| 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 | 20 | 2014 |
| 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 | 17 | 2018 |
