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A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models


Jul 06, 2022
Axel Garcia-Vega , Ricardo Espinosa , Gilberto Ochoa-Ruiz , Thomas Bazin , Luis Eduardo Falcon-Morales , Dominique Lamarque , Christian Daul


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Evaluating object detector ensembles for improving the robustness of artifact detection in endoscopic video streams


Jun 15, 2022
Pedro Esteban Chavarrias-Solano , Carlos Axel Garcia-Vega , Francisco Javier Lopez-Tiro , Gilberto Ochoa-Ruiz , Thomas Bazin , Dominique Lamarque , Christian Daul


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Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge


Feb 24, 2022
Sharib Ali , Noha Ghatwary , Debesh Jha , Ece Isik-Polat , Gorkem Polat , Chen Yang , Wuyang Li , Adrian Galdran , Miguel-Ángel González Ballester , Vajira Thambawita , Steven Hicks , Sahadev Poudel , Sang-Woong Lee , Ziyi Jin , Tianyuan Gan , ChengHui Yu , JiangPeng Yan , Doyeob Yeo , Hyunseok Lee , Nikhil Kumar Tomar , Mahmood Haithmi , Amr Ahmed , Michael A. Riegler , Christian Daul , Pål Halvorsen , Jens Rittscher , Osama E. Salem , Dominique Lamarque , Renato Cannizzaro , Stefano Realdon , Thomas de Lange , James E. East

* 26 pages 

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PolypGen: A multi-center polyp detection and segmentation dataset for generalisability assessment


Jun 08, 2021
Sharib Ali , Debesh Jha , Noha Ghatwary , Stefano Realdon , Renato Cannizzaro , Osama E. Salem , Dominique Lamarque , Christian Daul , Kim V. Anonsen , Michael A. Riegler , Pål Halvorsen , Jens Rittscher , Thomas de Lange , James E. East

* 14 pages 

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A translational pathway of deep learning methods in GastroIntestinal Endoscopy


Oct 12, 2020
Sharib Ali , Mariia Dmitrieva , Noha Ghatwary , Sophia Bano , Gorkem Polat , Alptekin Temizel , Adrian Krenzer , Amar Hekalo , Yun Bo Guo , Bogdan Matuszewski , Mourad Gridach , Irina Voiculescu , Vishnusai Yoganand , Arnav Chavan , Aryan Raj , Nhan T. Nguyen , Dat Q. Tran , Le Duy Huynh , Nicolas Boutry , Shahadate Rezvy , Haijian Chen , Yoon Ho Choi , Anand Subramanian , Velmurugan Balasubramanian , Xiaohong W. Gao , Hongyu Hu , Yusheng Liao , Danail Stoyanov , Christian Daul , Stefano Realdon , Renato Cannizzaro , Dominique Lamarque , Terry Tran-Nguyen , Adam Bailey , Barbara Braden , James East , Jens Rittscher

* 30 pages 

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Endoscopy disease detection challenge 2020


Mar 07, 2020
Sharib Ali , Noha Ghatwary , Barbara Braden , Dominique Lamarque , Adam Bailey , Stefano Realdon , Renato Cannizzaro , Jens Rittscher , Christian Daul , James East


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