| Cloud-based evaluation of anatomical structure segmentation and landmark detection algorithms: VISCERAL anatomy benchmarks O Jimenez-del-Toro, H Müller, M Krenn, K Gruenberg, AA Taha, ... IEEE transactions on medical imaging 35 (11), 2459-2475, 2016 | 152 | 2016 |
| Efficient and fully automatic segmentation of the lungs in CT volumes YD Cid, A Depeursinge, OA Jiménez-del-Toro, H Müller VISCERAL@ ISBI 2015 VISCERAL Anatomy3 Organ Segmentation Challenge, 31, 2015 | 79 | 2015 |
| Convolutional neural networks for an automatic classification of prostate tissue slides with high-grade Gleason score O Jimenez-del-Toro, M Atzori, S Otálora, M Andersson, K Eurén, ... SPIE Medical Imaging, 101400O-101400O, 2017 | 74* | 2017 |
| Analysis of histopathology images: From traditional machine learning to deep learning O Jimenez-del-Toro, S Otálora, M Andersson, K Eurén, M Hedlund, ... Biomedical Texture Analysis, 281-314, 2017 | 50 | 2017 |
| VISCERAL–VISual Concept Extraction challenge in RAdioLogy: ISBI 2014 challenge organization OA Jiménez-del-Toro, O Goksel, B Menze, H Müller, G Langs, MA Weber, ... Proceedings of the VISCERAL Challenge at ISBI, 6-15, 2014 | 40 | 2014 |
| Overview of the VISCERAL Retrieval benchmark 2015 OA Jiménez-del-Toro, A Hanbury, G Langs, A Foncubierta–Rodríguez, ... Multimodal Retrieval in the Medical Domain, 115-123, 2015 | 28 | 2015 |
| A formal method for selecting evaluation metrics for image segmentation AA Taha, A Hanbury, OA Jiménez-del-Toro Image Processing (ICIP), 2014 IEEE International Conference on, 932-936, 2014 | 28 | 2014 |
| Creating a large-scale silver corpus from multiple algorithmic segmentations M Krenn, M Dorfer, OA Jiménez-del-Toro, H Müller, B Menze, MA Weber, ... Medical Computer vision workshop, 2015 | 25* | 2015 |
| Deep multimodal case–based retrieval for large histopathology datasets O Jimenez-del-Toro, S Otálora, M Atzori, H Müller International Workshop on Patch-based Techniques in Medical Imaging, 149-157, 2017 | 23 | 2017 |
| Overview of the VISCERAL Challenge at ISBI 2015 O Goksel, A Foncubierta-Rodrıguez, OA Jiménez-del-Toro, H Müller, ... Proceedings of the VISCERAL Challenge at ISBI), New York, NY, 2015 | 19 | 2015 |
| Deep learning-based retrieval system for gigapixel histopathology cases and the open access literature R Schaer, S Otálora, O Jimenez-del-Toro, M Atzori, H Müller Journal of pathology informatics 10, 2019 | 17 | 2019 |
| Hierarchic multi–atlas based segmentation for anatomical structures: Evaluation in the visceral anatomy benchmarks OA Jiménez-del-Toro, H Müller Medical Computer Vision: Algorithms for Big Data, 189-200, 2014 | 17 | 2014 |
| Epileptogenic lesion quantification in MRI using contralateral 3D texture comparisons OA Jiménez-del-Toro, A Foncubierta–Rodríguez, MIV Gómez, H Müller, ... Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013, 353-360, 2013 | 17 | 2013 |
| Annotating medical image data K Grünberg, O Jimenez-del-Toro, A Jakab, G Langs, T Salas Fernandez, ... Cloud-Based Benchmarking of Medical Image Analysis, 45-67, 2017 | 16 | 2017 |
| Live ECG readings using Google Glass in emergency situations R Schaer, F Salamin, OA Jiménez-del-Toro, M Atzori, H Muller, A Widmer Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual …, 2015 | 16 | 2015 |
| Processing diabetes mellitus composite events in MAGPIE A Brugués, S Bromuri, M Barry, ÓJ Del Toro, MR Mazurkiewicz, P Kardas, ... Journal of medical systems 40 (2), 1-15, 2016 | 15 | 2016 |
| Systematic comparison of deep learning strategies for weakly supervised Gleason grading S Otálora, M Atzori, A Khan, O Jimenez-del-Toro, V Andrearczyk, H Müller Medical Imaging 2020: Digital Pathology 11320, 113200L, 2020 | 14 | 2020 |
| Hierarchical multi–structure segmentation guided by anatomical correlations OA Jiménez-del-Toro, H Müller Proceedings of the VISCERAL Challenge at ISBI, CEUR Workshop Proceedings, 32-36, 2014 | 12 | 2014 |
| Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection A Foncubierta-Rodriguez, OA Jiménez-del-Toro, A Platon, PA Poletti, ... Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual …, 2013 | 12 | 2013 |
| Deep learning based retrieval system for gigapixel histopathology cases and open access literature S Otálora, R Schaer, O Jimenez-del-Toro, M Atzori, H Müller bioRxiv, 408237, 2018 | 10 | 2018 |
