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ORCIDComputer-Aided Analysis of Gastrointestinal Videos, 2021
- Jorge Bernal
, Aymeric Histace:
Computer-Aided Analysis of Gastrointestinal Videos. Springer 2021, ISBN 978-3-030-64339-3
Clinical Context
- Gloria Fernández-Esparrach, Ana García-Rodríguez:
Clinical Context for Intelligent Systems in Colonoscopy. 3-8 - Romain Leenhardt, Xavier Dray, Aymeric Histace:
Clinical Context for Wireless Capsule Endoscopy Image Analysis. 9-13
Technical Context
- Francisco Javier Sánchez, Yael Tudela, Marina Riera, Jorge Bernal:
Technical Context for Intelligent Systems in Colonoscopy. 17-32 - Aymeric Histace:
Technical Context for Wireless Capsule Endoscopy Image Analysis. 33-37
Methodologies
- Pedro Miguel Vieira, Nuno Renato Freitas, Carla Rolanda, Carlos Santo Lima:
Combination of Color-Based Segmentation, Markov Random Fields and Multilayer Perceptron. 41-47 - Orlando Chuquimia, Bertrand Granado, Xavier Dray, Andréa Pinna:
Hand Crafted Method: ROI Selection and Texture Description. 49-58 - Saeed Izadi, Ghassan Hamarneh:
AECNN: Adversarial and Enhanced Convolutional Neural Networks. 59-62 - Yun Bo Guo, Bogdan J. Matuszewski:
Dilated ResFCN and SE-Unet for Polyp Segmentation. 63-73 - Ahmed Kedir Mohammed, Marius Pedersen:
Multi-encoder Decoder Network for Polyp Detection. 75-80 - Hanbo Chen:
Multi-resolution Multi-task Network and Polyp Tracking. 81-89 - Hemin Ali Qadir, Ilangko Balasingham, Younghak Shin:
Region-Based Convolutional Neural Network for Polyp Detection and Segmentation. 91-98 - Isabel Amaya-Rodriguez, Javier Civit-Masot, Francisco Luna-Perejon, Lourdes Duran-Lopez, Alexander Rakhlin, Sergey I. Nikolenko, Satoshi Kondo, Pablo Laiz, Jordi Vitrià, Santi Seguí, Patrick Brandao:
ResNet. 99-114 - Joost van der Putten, Farhad Ghazvinian Zanjani:
Multi-scale Ensemble of ResNet Variants. 115-119 - Tom Eelbode, Pieter Sinonquel, Raf Bisschops, Frederik Maes:
Convolutional LSTM. 121-126 - Vladimir I. Iglovikov, Alexey A. Shvets:
TernausNet. 127-132 - Ruikai Zhang, Carmen C. Y. Poon:
Regression-Based Convolutional Neural Network with a Tracker. 133-139 - Jorge Bernal, Aymeric Histace:
Other Methodologies. 141-143
Experimental Setup
- Jorge Bernal, Gloria Fernández, Ana García-Rodríguez, Yael Tudela, Marina Riera, Francisco Javier Sánchez:
Polyp Detection in Colonoscopy Videos. 147-150 - Jorge Bernal, Gloria Fernández, Ana García-Rodríguez, F. Javier Sánchez:
Polyp Segmentation in Colonoscopy Images. 151-154 - Aymeric Histace, Romain Leenhardt, Xavier Dray:
Wireless Capsule Endoscopy Image Analysis. 155-159
Experimental Results and Analysis
- Jorge Bernal, Yael Tudela, Marina Riera, F. Javier Sánchez:
Polyp Detection in Colonoscopy Videos. 163-169 - Jorge Bernal, Arnau Real:
Polyp Segmentation in Colonoscopy Images. 171-175 - Aymeric Histace:
Wireless Capsule Endoscopy Image Analysis. 177-181 - Jorge Bernal, Aymeric Histace:
Conclusions and Perspectives. 183-187
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