Jorge Bernal

According to our database, Jorge Bernal authored at least 43 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Polyp Segmentation With the FCB-SwinV2 Transformer.

Kerr Fitzgerald, Jorge Bernal, Aymeric Histace, Bogdan J. Matuszewski

IEEE Access, 2024

Enhancing Image Classification in Small and Unbalanced Datasets Through Synthetic Data Augmentation.

Neil De La Fuente, Mireia Majó, Irina Luzko, Henry Córdova, Gloria Fernández-Esparrach, Jorge Bernal

Proceedings of the Clinical Image-Based Procedures - 13th International Workshop, 2024

2023

Why is the winner the best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, Ali Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, et al.

CoRR, 2023

Why is the Winner the Best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Fine-Grained Polyp Segmentation and Classification.

Yael Tudela, Ana García-Rodríguez, Gloria Fernández-Esparrach, Jorge Bernal

Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023

2022

Biomedical image analysis competitions: The state of current participation practice.

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, J. Alison Noble, Carlos Ortiz-de-Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett A. Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne L. Martel, et al.

CoRR, 2022

2021

Energy and bandwidth-efficient channel access for local area machine-to-machine communication.

Jose Jaime Camacho-Escoto, Rolando Menchaca-Méndez, Ricardo Menchaca-Mendez, Jorge Bernal, Mario E. Rivero-Angeles, Javier Gomez, J. J. Garcia-Luna-Aceves

Wirel. Networks, 2021

LAMV: Learning to Predict Where Spectators Look in Live Music Performances.

Arturo Fuentes, Francisco Javier Sánchez, Thomas Voncina, Jorge Bernal

Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Technical Context for Intelligent Systems in Colonoscopy.

Francisco Javier Sánchez, Yael Tudela, Marina Riera, Jorge Bernal

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Polyp Detection in Colonoscopy Videos.

Jorge Bernal, Yael Tudela, Marina Riera, F. Javier Sánchez

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Polyp Segmentation in Colonoscopy Images.

Jorge Bernal, Arnau Real

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Conclusions and Perspectives.

Jorge Bernal, Aymeric Histace

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Other Methodologies.

Jorge Bernal, Aymeric Histace

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Polyp Detection in Colonoscopy Videos.

Jorge Bernal, Gloria Fernández, Ana García-Rodríguez, Yael Tudela, Marina Riera, Francisco Javier Sánchez

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

Polyp Segmentation in Colonoscopy Images.

Jorge Bernal, Gloria Fernández, Ana García-Rodríguez, F. Javier Sánchez

Proceedings of the Computer-Aided Analysis of Gastrointestinal Videos, 2021

2020

Polyp Segmentation with Fully Convolutional Deep Neural Networks - Extended Evaluation Study.

Yun Bo Guo, Jorge Bernal, Bogdan J. Matuszewski

J. Imaging, 2020

2019

GTCreator: a flexible annotation tool for image-based datasets.

Jorge Bernal, Aymeric Histace, Marc Masana, Quentin Angermann, Cristina Sánchez-Montes, Cristina Rodríguez de Miguel, Maroua Hammami, Ana García-Rodríguez, Henry Córdova, Olivier Romain, Gloria Fernández-Esparrach, Xavier Dray, Francisco Javier Sánchez

Int. J. Comput. Assist. Radiol. Surg., 2019

Towards a Single Solution for Polyp Detection, Localization and Segmentation in Colonoscopy Images.

Willem Dijkstra, André Sobiecki, Jorge Bernal, Alexandru C. Telea

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

2018

Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks.

Patrick Brandao, Odysseas Zisimopoulos, Evangelos B. Mazomenos, Gastone Ciuti, Jorge Bernal, Marco Visentini Scarzanella, Arianna Menciassi, Paolo Dario, Anastasios Koulaouzidis, Alberto Arezzo, David J. Hawkes, Danail Stoyanov

J. Medical Robotics Res., 2018

2017

Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge.

Jorge Bernal, Nima Tajkbaksh, Francisco Javier Sánchez, Bogdan J. Matuszewski, Hao Chen, Lequan Yu, Quentin Angermann, Olivier Romain, Bjorn Rustad, Ilangko Balasingham, Konstantin Pogorelov, Sungbin Choi, Quentin Debard, Lena Maier-Hein, Stefanie Speidel, Danail Stoyanov, Patrick Brandao, Henry Córdova, Cristina Sánchez-Montes, Suryakanth R. Gurudu, Gloria Fernández-Esparrach, Xavier Dray, Jianming Liang, Aymeric Histace

IEEE Trans. Medical Imaging, 2017

Bright spot regions segmentation and classification for specular highlights detection in colonoscopy videos.

Francisco Javier Sánchez, Jorge Bernal, Cristina Sánchez-Montes, Cristina Rodríguez de Miguel, Gloria Fernández-Esparrach

Mach. Vis. Appl., 2017

ARIES: Reliable European Identity Ecosystem.

Nicolás Notario, Alberto Crespo, Antonio F. Skarmeta, Jorge Bernal, José Luis Cánovas

ERCIM News, 2017

Towards Real-Time Polyp Detection in Colonoscopy Videos: Adapting Still Frame-Based Methodologies for Video Sequences Analysis.

Quentin Angermann, Jorge Bernal, Cristina Sánchez-Montes, Maroua Hammami, Gloria Fernández-Esparrach, Xavier Dray, Olivier Romain, Francisco Javier Sánchez, Aymeric Histace

Proceedings of the Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures, 2017

2016

A Benchmark for Endoluminal Scene Segmentation of Colonoscopy Images.

David Vázquez, Jorge Bernal, Francisco Javier Sánchez, Gloria Fernández-Esparrach, Antonio M. López, Adriana Romero, Michal Drozdzal, Aaron C. Courville

CoRR, 2016

2015

GRowing Algorithm for Intersection Detection (GRAID) in branching patterns.

Joan M. Núñez, Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Mach. Vis. Appl., 2015

WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians.

Jorge Bernal, Francisco Javier Sánchez, Gloria Fernández-Esparrach, Debora Gil, Cristina Rodríguez de Miguel, Fernando Vilariño

Comput. Medical Imaging Graph., 2015

Toward online quantification of tracheal stenosis from videobronchoscopy.

Carles Sánchez, Jorge Bernal, Francisco Javier Sánchez, Marta Diez, Antoni Rosell, Debora Gil

Int. J. Comput. Assist. Radiol. Surg., 2015

Navigation Path Retrieval from Videobronchoscopy Using Bronchial Branches.

Carles Sánchez, Marta Diez, Jorge Bernal, Francisco Javier Sánchez, Antoni Rosell, Debora Gil

Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2015

3D Stable Spatio-Temporal Polyp Localization in Colonoscopy Videos.

Debora Gil, Francisco Javier Sánchez, Gloria Fernández-Esparrach, Jorge Bernal

Proceedings of the Computer-Assisted and Robotic Endoscopy - Second International Workshop, 2015

ChRIS- A web-based neuroimaging and informatics system for collecting, organizing, processing, visualizing and sharing of medical data.

Rudolph Pienaar, Nicolas Rannou, Jorge Bernal, Daniel Haehn, Patricia Ellen Grant

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Impact of Keypoint Detection on Graph-Based Characterization of Blood Vessels in Colonoscopy Videos.

Joan M. Núñez, Jorge Bernal, Miquel Ferrer, Fernando Vilariño

Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Polyp Segmentation Method in Colonoscopy Videos by Means of MSA-DOVA Energy Maps Calculation.

Jorge Bernal, Joan Manel Núñez, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2014

Discarding Non Informative Regions for Efficient Colonoscopy Image Analysis.

Jorge Bernal, Debora Gil, Carles Sánchez, Francisco Javier Sánchez

Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014

Experts vs. novices: applying eye-tracking methodologies in colonoscopy video screening for polyp search.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño, Mirko Arnold, Anarta Ghosh, Gerard Lacey

Proceedings of the Eye Tracking Research and Applications, 2014

2013

Blood Vessel Characterization in Colonoscopy Images to Improve Polyp Localization.

Joan M. Núñez, Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the VISAPP 2013, 2013

On-Line Lumen Centre Detection in Gastrointestinal and Respiratory Endoscopy.

Carles Sánchez, Jorge Bernal, Debora Gil, Francisco Javier Sánchez

Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013

Impact of image preprocessing methods on polyp localization in colonoscopy frames.

Jorge Bernal, Javier Sanchez, Fernando Vilariño

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Towards automatic polyp detection with a polyp appearance model.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Pattern Recognit., 2012

2011

Integration of Valley Orientation Distribution for Polyp Region Identification in Colonoscopy.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2011

A Region Segmentation Method for Colonoscopy Images Using a Model of Polyp Appearance.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

Depth of Valleys Accumulation Algorithm for Object Detection.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the Artificial Intelligence Research and Development, 2011

Current Challenges on Polyp Detection in Colonoscopy Videos: From Region Segmentation to Region Classification. a Pattern Recognition-based Approach.

Jorge Bernal, Francisco Javier Sánchez, Fernando Vilariño

Proceedings of the MIAD 2011, 2011

2009

An Interactive Cutting Algorithm With Pattern Recognition For Triangular Meshes.

Amaury Peniche, Christian Diaz, Helmuth Trefftz, Jorge Bernal

Proceedings of the 2009 International Conference on Computer Graphics & Virtual Reality, 2009