| WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians J Bernal, FJ Sánchez, G Fernández-Esparrach, D Gil, C Rodríguez, ... Computerized Medical Imaging and Graphics 43, 99-111, 2015 | 827 | 2015 |
| Towards automatic polyp detection with a polyp appearance model J Bernal, J Sánchez, F Vilarino Pattern Recognition 45 (9), 3166-3182, 2012 | 444 | 2012 |
| A benchmark for endoluminal scene segmentation of colonoscopy images D Vázquez, J Bernal, FJ Sánchez, G Fernández-Esparrach, AM López, ... Journal of healthcare engineering 2017, 2017 | 364 | 2017 |
| Comparative validation of polyp detection methods in video colonoscopy: results from the MICCAI 2015 endoscopic vision challenge J Bernal, N Tajkbaksh, FJ Sanchez, BJ Matuszewski, H Chen, L Yu, ... IEEE transactions on medical imaging 36 (6), 1231-1249, 2017 | 349 | 2017 |
| Exploring the clinical potential of an automatic colonic polyp detection method based on the creation of energy maps G Fernández-Esparrach, J Bernal, M López-Cerón, H Córdova, ... Endoscopy, 837-842, 2016 | 125 | 2016 |
| Towards real-time polyp detection in colonoscopy videos: Adapting still frame-based methodologies for video sequences analysis Q Angermann, J Bernal, C Sánchez-Montes, M Hammami, ... Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures …, 2017 | 82 | 2017 |
| Towards a computed-aided diagnosis system in colonoscopy: automatic polyp segmentation using convolution neural networks P Brandao, O Zisimopoulos, E Mazomenos, G Ciuti, J Bernal, ... Journal of Medical Robotics Research 3 (02), 1840002, 2018 | 73 | 2018 |
| Results of the use of Kahoot! gamification tool in a course of Chemistry AM Ares, J Bernal, MJ Nozal, FJ Sánchez, J Bernal 4th International Conference on Higher Education Advances (HEAD'18), 1215-1222, 2018 | 66 | 2018 |
| Impact of image preprocessing methods on polyp localization in colonoscopy frames J Bernal, J Sánchez, F Vilarino 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 63 | 2013 |
| Computer-aided prediction of polyp histology on white light colonoscopy using surface pattern analysis C Sánchez-Montes, FJ Sánchez, J Bernal, H Córdova, M López-Cerón, ... Endoscopy 51 (03), 261-265, 2019 | 59 | 2019 |
| Polyp detection benchmark in colonoscopy videos using gtcreator: A novel fully configurable tool for easy and fast annotation of image databases JJ Bernal, A Histace, M Masana, Q Angermann, C Sánchez-Montes, ... Proceedings of 32nd CARS conference, 2018 | 46 | 2018 |
| Polyp segmentation with fully convolutional deep neural networks—extended evaluation study Y Guo, J Bernal, B J. Matuszewski Journal of Imaging 6 (7), 69, 2020 | 41 | 2020 |
| Establishing key research questions for the implementation of artificial intelligence in colonoscopy: a modified Delphi method OF Ahmad, Y Mori, M Misawa, S Kudo, JT Anderson, J Bernal, TM Berzin, ... Endoscopy 53 (09), 893-901, 2021 | 39 | 2021 |
| Herramientas para la toma de decisiones J Bernal, JF Sánchez, S Martínez España: Especial directivos, 20 | 35 | 20 |
| GTCreator: a flexible annotation tool for image-based datasets J Bernal, A Histace, M Masana, Q Angermann, C Sánchez-Montes, ... International journal of computer assisted radiology and surgery 14 (2), 191-201, 2019 | 34 | 2019 |
| Feature detectors and feature descriptors: Where we are now J Bernal, FJ Sánchez, F Vilariño Feature Detectors and Feature Descriptors: Where We Are Now, 2010 | 32 | 2010 |
| Bright spot regions segmentation and classification for specular highlights detection in colonoscopy videos FJ Sánchez, J Bernal, C Sánchez-Montes, CR de Miguel, ... Machine Vision and Applications 28 (8), 917-936, 2017 | 27 | 2017 |
| On-line lumen centre detection in gastrointestinal and respiratory endoscopy C Sánchez, J Bernal, D Gil, FJ Sánchez Clinical Image-Based Procedures. Translational Research in Medical Imaging …, 2014 | 20 | 2014 |
| Polyp segmentation method in colonoscopy videos by means of MSA-DOVA energy maps calculation J Bernal, JM Núñez, FJ Sánchez, F Vilariño Clinical Image-Based Procedures. Translational Research in Medical Imaging …, 2014 | 19 | 2014 |
| A region segmentation method for colonoscopy images using a model of polyp appearance J Bernal, J Sánchez, F Vilarino Pattern Recognition and Image Analysis: 5th Iberian Conference, IbPRIA 2011 …, 2011 | 18 | 2011 |
F. Javier SánchezProfesor Titular, Departamento Ciencias de la Computación, UAB, Centro de Visión por ComputadorVerified email at cvc.uab.es
