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Automatic Polyp Segmentation with Multiple Kernel Dilated Convolution Network



Nikhil Kumar Tomar , Abhishek Srivastava , Ulas Bagci , Debesh Jha

* Published CBMS 2022 

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TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation



Nikhil Kumar Tomar , Annie Shergill , Brandon Rieders , Ulas Bagci , Debesh Jha


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Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network



Abhishek Srivastava , Nikhil Kumar Tomar , Ulas Bagci , Debesh Jha

* CBMS 2022 

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Transformer based Generative Adversarial Network for Liver Segmentation



Ugur Demir , Zheyuan Zhang , Bin Wang , Matthew Antalek , Elif Keles , Debesh Jha , Amir Borhani , Daniela Ladner , Ulas Bagci

* ICPAI 2021 

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TGANet: Text-guided attention for improved polyp segmentation



Nikhil Kumar Tomar , Debesh Jha , Ulas Bagci , Sharib Ali

* Provisional acceptance at 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'22) 

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



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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PAANet: Progressive Alternating Attention for Automatic Medical Image Segmentation



Abhishek Srivastava , Sukalpa Chanda , Debesh Jha , Michael A. Riegler , Pål Halvorsen , Dag Johansen , Umapada Pal


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GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation



Abhishek Srivastava , Sukalpa Chanda , Debesh Jha , Umapada Pal , Sharib Ali


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2020 CATARACTS Semantic Segmentation Challenge



Imanol Luengo , Maria Grammatikopoulou , Rahim Mohammadi , Chris Walsh , Chinedu Innocent Nwoye , Deepak Alapatt , Nicolas Padoy , Zhen-Liang Ni , Chen-Chen Fan , Gui-Bin Bian , Zeng-Guang Hou , Heonjin Ha , Jiacheng Wang , Haojie Wang , Dong Guo , Lu Wang , Guotai Wang , Mobarakol Islam , Bharat Giddwani , Ren Hongliang , Theodoros Pissas , Claudio Ravasio Martin Huber , Jeremy Birch , Joan M. Nunez Do Rio , Lyndon da Cruz , Christos Bergeles , Hongyu Chen , Fucang Jia , Nikhil KumarTomar , Debesh Jha , Michael A. Riegler , Pal Halvorsen , Sophia Bano , Uddhav Vaghela , Jianyuan Hong , Haili Ye , Feihong Huang , Da-Han Wang , Danail Stoyanov


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