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PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps


May 30, 2022
Jan Andre Fagereng , Vajira Thambawita , Andrea M. Storås , Sravanthi Parasa , Thomas de Lange , Pål Halvorsen , Michael A. Riegler

* 6 pages 

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Visual explanations for polyp detection: How medical doctors assess intrinsic versus extrinsic explanations


Mar 23, 2022
Steven Hicks , Andrea Storås , Michael Riegler , Cise Midoglu , Malek Hammou , Thomas de Lange , Sravanthi Parasa , Pål Halvorsen , Inga Strümke


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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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A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation


Jul 26, 2021
Debesh Jha , Pia H. Smedsrud , Dag Johansen , Thomas de Lange , Håvard D. Johansen , Pål Halvorsen , Michael A. Riegler

* Accepted at IEEE Journal of BioMedical and Health Informatics 

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SinGAN-Seg: Synthetic Training Data Generation for Medical Image Segmentation


Jun 29, 2021
Vajira Thambawita , Pegah Salehi , Sajad Amouei Sheshkal , Steven A. Hicks , Hugo L. Hammer , Sravanthi Parasa , Thomas de Lange , Pål Halvorsen , Michael A. Riegler


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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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NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy


Apr 22, 2021
Debesh Jha , Nikhil Kumar Tomar , Sharib Ali , Michael A. Riegler , Håvard D. Johansen , Dag Johansen , Thomas de Lange , Pål Halvorsen

* Accepted at CBMS 2021 

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Medico Multimedia Task at MediaEval 2020: Automatic Polyp Segmentation


Dec 30, 2020
Debesh Jha , Steven A. Hicks , Krister Emanuelsen , Håvard Johansen , Dag Johansen , Thomas de Lange , Michael A. Riegler , Pål Halvorsen

* MediaEval 2020 

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Kvasir-SEG: A Segmented Polyp Dataset


Nov 16, 2019
Debesh Jha , Pia H. Smedsrud , Michael A. Riegler , Pål Halvorsen , Thomas de Lange , Dag Johansen , Håvard D. Johansen

* 12 pages, 4 figures, 26TH INTERNATIONAL CONFERENCE ON MULTIMEDIA MODELING 

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ResUNet++: An Advanced Architecture for Medical Image Segmentation


Nov 16, 2019
Debesh Jha , Pia H. Smedsrud , Michael A. Riegler , Dag Johansen , Thomas de Lange , Pal Halvorsen , Havard D. Johansen

* 7 pages, 3 figures, 21st IEEE International Symposium on Multimedia 

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