TransNetR: Transformer-based Residual Network for Polyp Segmentation
with Multi-Center Out-of-Distribution Testing

TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing

13 March 2023

Debesh Jha

Nikhil Kumar Tomar

Vanshali Sharma

Papers citing "TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing"

19 / 19 papers shown

Title
LGPS: A Lightweight GAN-Based Approach for Polyp Segmentation in Colonoscopy Images Fiseha B. Tesema Alejandro Guerra Manzanares Tianxiang Cui Qian Zhang Moses Solomon Sean He 59 0 0 24 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles A. Medetalibeyoğlu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 54 1 0 23 Feb 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends Jiaxin Mei Tao Zhou Kaiwen Huang Yizhe Zhang Yi Zhou Ye Wu Huazhu Fu 153 12 0 20 Jan 2025
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps M. A. Manan Feng Jinchao Muhammad Yaqub Shahzad Ahmed Syed Muhammad Ali Imran Imran Shabir Chuhan Haroon Ahmed Khan 99 3 0 03 Dec 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 29 0 0 02 Oct 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 95 1 0 09 Sep 2024
Transformer-Enhanced Iterative Feedback Mechanism for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Koushik Biswas Tyler M. Berzin Rajesh N. Keswani Michael B. Wallace Ulas Bagci MedIm 43 0 0 25 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection Mobina Mansoori Sajjad Shahabodini J. Abouei Konstantinos N. Plataniotis Arash Mohammadi MedIm 40 5 0 12 Aug 2024
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation Koushik Biswas Ridal Pal Shaswat Patel Debesh Jha Meghana Karri ... M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci 32 0 0 11 Aug 2024
Exploiting Scale-Variant Attention for Segmenting Small Medical Objects Wei Dai Rui Liu Zixuan Wu Tianyi Wu Min Wang Junxian Zhou Yixuan Yuan Jun Liu 34 4 0 10 Jul 2024
SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation Quoc-Huy Trinh Hai-Dang Nguyen Bao-Tram Nguyen Ngoc Debesh Jha Ulas Bagci Minh-Triet Tran MedIm 35 3 0 21 Jun 2024
Detection of Peri-Pancreatic Edema using Deep Learning and Radiomics Techniques Ziliang Hong Debesh Jha Koushik Biswas Zheyu Zhang Yury Velichko ... Amir Borhani B. Turkbey A. Medetalibeyoğlu Gorkem Durak Ulas Bagci MedIm 24 1 0 25 Apr 2024
Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey Zhenyu Wu Fengmao Lv Chenglizhao Chen Aimin Hao Shuo Li ELM 33 10 0 22 Jan 2024
CT Liver Segmentation via PVT-based Encoding and Refined Decoding Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak A. Medetalibeyoğlu M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci ViT MedIm 34 8 0 17 Jan 2024
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation Quoc-Huy Trinh Minh-Van Nguyen Phuoc-Thao Vo Thi 20 0 0 13 Dec 2023
Adaptive Smooth Activation for Improved Disease Diagnosis and Organ Segmentation from Radiology Scans Koushik Biswas Debesh Jha Nikhil Kumar Tomar Gorkem Durak A. Medetalibeyoğlu M. Antalek Yury Velichko Daniela Ladner Amir Bohrani Ulas Bagci MedIm 19 1 0 29 Nov 2023
TransRUPNet for Improved Polyp Segmentation Debesh Jha Nikhil Kumar Tomar Debayan Bhattacharya Ulas Bagci ViT MedIm 27 0 0 03 Jun 2023
ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation N. Duc Nguyen Thi Oanh N. T. Thuy Trần Minh Triết V. Dinh ViT MedIm 133 117 0 17 May 2022
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 130 69 0 11 Jul 2021