Computer-Aided Classification of Gastrointestinal Lesions in Regular Colonoscopy
Pablo Mesejo (1,2), | Daniel Pizarro (1,3), | Armand Abergel (4), | Olivier Rouquette (4) , | Sylvain Beorchia (5), | Laurent Poincloux (4), | Adrien Bartoli (1) |
IEEE Transactions on Medical Imaging, 35(9), pp 2051-2063, (2016)
(1) ISIT-UMR 6284 CNRS, Université d'Auvergne, 63000 Clermont-Ferrand, France
(2) INRIA Grenoble Rhône-Alpes, LJK 38330 Grenoble, France
(3) Department of Electronics, Universidad de Alcala, 28871 Alcala de Henares, Spain
(4) Department of Gastroenterology, CHU Estaing, 63100 Clermont-Ferrand, France.
(5) Clinique de la Sauvegarde, 69009 Lyon, France.
Contact information: Pablo Mesejo Santiago (pablomesejo@gmail.com) and Daniel Pizarro (dani.pizarro@gmail.com)
Evaluations with human experts and beginners
Features used in the paper: data.txt and readme.txt
Lesion | White Light Frame | NBI Frame | White Light Video | NBI Video | Camera Calibration |
hyperplasic_01 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_02 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_03 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_04 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_05 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_06 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_07 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_08 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_09 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_10 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_11 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_12 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_13 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_14 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_15 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_16 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_17 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_18 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_19 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_20 | WL.mp4 | NBI.mp4 | cam.xml | ||
hyperplasic_21 | WL.mp4 | NBI.mp4 | cam.xml |
Lesion | White Light Frame | NBI Frame | White Light Video | NBI Video | Camera Calibration |
serrated_01 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_02 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_03 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_04 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_05 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_06 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_07 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_08 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_09 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_10 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_11 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_12 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_13 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_14 | WL.mp4 | NBI.mp4 | cam.xml | ||
serrated_15 | WL.mp4 | NBI.mp4 | cam.xml |