Gloria Fernández-Esparrach

According to our database, Gloria Fernández-Esparrach authored at least 15 papers between 2013 and 2024.

Collaborative distances:

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

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

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

MiWEndo: Evaluation of a Microwave Colonoscopy Algorithm for Early Colorectal Cancer Detection in Ex Vivo Human Colon Models.

Marta Guardiola, Walid Dghoughi, Roberto Sont, Alejandra Garrido, Sergi Marcoval, Luz María Neira, Ignasi Belda, Gloria Fernández-Esparrach

Sensors, 2022

Author Correction: A novel AI device for real-time optical characterization of colorectal polyps.

Carlo Biffi, Pietro Salvagnini, Nhan Ngo Dinh, Cesare Hassan, Prateek Sharma, Giulio Antonelli, Halim Awadie, Sebastian Bernhofer, Sabela Carballal, Mário Dinis-Ribeiro, Agnès Fernández-Clotet, Gloria Fernández-Esparrach, Ian Gralnek, Yuta Higasa, Taku Hirabayashi, Tatsuki Hirai, Mineo Iwatate, Miki Kawano, Markus Mader, Andreas Maieron, Sebastian Mattes, Tastuya Nakai, Ingrid Ordas, Raquel Ortigão, Oswaldo Ortiz Zúñiga, Maria Pellisé, Cláudia Pinto, Florian Riedl, Ariadna Sánchez, Emanuel Steiner, Yukari Tanaka, Andrea Cherubini

npj Digit. Medicine, 2022

A novel AI device for real-time optical characterization of colorectal polyps.

Carlo Biffi, Pietro Salvagnini, Nhan Ngo Dinh, Cesare Hassan, Prateek Sharma, Giulio Antonelli, Halim Awadie, Sebastian Bernhofer, Sabela Carballal, Mário Dinis-Ribeiro, Agnès Fernández-Clotet, Gloria Fernández-Esparrach, Ian Gralnek, Yuta Higasa, Taku Hirabayashi, Tatsuki Hirai, Mineo Iwatate, Miki Kawano, Markus Mader, Andreas Maieron, Sebastian Mattes, Tastuya Nakai, Ingrid Ordas, Raquel Ortigão, Oswaldo Ortiz Zúñiga, Maria Pellisé, Cláudia Pinto, Florian Riedl, Ariadna Sánchez, Emanuel Steiner, Yukari Tanaka, Andrea Cherubini

npj Digit. Medicine, 2022

2021

Automatic Polyp Detection Using Microwave Endoscopy for Colorectal Cancer Prevention and Early Detection: Phantom Validation.

Alejandra Garrido, Roberto Sont, Walid Dghoughi, Sergi Marcoval, Jordi Romeu, Gloria Fernández-Esparrach, Ignasi Belda, Marta Guardiola

IEEE Access, 2021

Clinical Context for Intelligent Systems in Colonoscopy.

Gloria Fernández-Esparrach, Ana García-Rodríguez

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

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

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

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

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

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

2013

Surgical Workflow Analysis, Design and Development of an Image-Based Navigation System for Endoscopic Interventions.

Frederic Pérez, Sergio Vera, Gloria Fernández-Esparrach, Henry Córdova, Raúl San José Estépar, Javier Herrero Jover, Miguel Ángel González Ballester

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