Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian 0004, 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 E. East, Jens Rittscher. Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Analysis, 70:102002, 2021. [doi]

Authors

Sharib Ali

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Mariia Dmitrieva

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Noha M. Ghatwary

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Sophia Bano

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Gorkem Polat

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Alptekin Temizel

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Adrian Krenzer

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Amar Hekalo

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Yun Bo Guo

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Bogdan J. Matuszewski

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Mourad Gridach

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Irina Voiculescu

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Vishnusai Yoganand

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Arnav Chavan

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Aryan Raj

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Nhan T. Nguyen

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Dat Q. Tran

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Lê Duy Huynh

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Nicolas Boutry

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Shahadate Rezvy

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Haijian Chen

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Yoon Ho Choi

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Anand Subramanian 0004

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Velmurugan Balasubramanian

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Xiaohong W. Gao

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Hongyu Hu

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Yusheng Liao

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Danail Stoyanov

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Christian Daul

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Stefano Realdon

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Renato Cannizzaro

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Dominique Lamarque

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Terry Tran-Nguyen

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Adam Bailey

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Barbara Braden

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James E. East

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Jens Rittscher

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