ResUNet++: An Advanced Architecture for Medical Image Segmentation

16 November 2019

Debesh Jha

Michael A. Riegler

Papers citing "ResUNet++: An Advanced Architecture for Medical Image Segmentation"

50 / 50 papers shown

Title
ROIsGAN: A Region Guided Generative Adversarial Framework for Murine Hippocampal Subregion Segmentation Sayed Mehedi Azim Brian Corbett Iman Dehzangi 9 0 0 15 May 2025
An incremental algorithm for non-convex AI-enhanced medical image processing Elena Morotti 34 0 0 13 May 2025
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 38 0 0 18 Apr 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles Alpay Medetalibeyoglu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 57 1 0 23 Feb 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy D. Mocanu M. V. Keulen Elena Mocanu MedIm 53 4 0 20 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 156 12 0 20 Jan 2025
Frontiers in Intelligent Colonoscopy Ge-Peng Ji Jingyi Liu Peng-Tao Xu Nick Barnes Fahad Shahbaz Khan Salman Khan Deng-Ping Fan 49 4 0 22 Oct 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 27 1 0 11 Sep 2024
Trans2Unet: Neural fusion for Nuclei Semantic Segmentation Dinh-Phu Tran Quoc-Anh Nguyen Van-Truong Pham Thi-Thao Tran ViT MedIm 29 5 0 24 Jul 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 42 3 0 18 May 2024
CT Liver Segmentation via PVT-based Encoding and Refined Decoding Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak Alpay Medetalibeyoglu M. Antalek Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci ViT MedIm 34 8 0 17 Jan 2024
A Study on Self-Supervised Pretraining for Vision Problems in Gastrointestinal Endoscopy Edward Sanderson B. Matuszewski 23 2 0 11 Jan 2024
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 26 8 0 16 Oct 2023
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images Ju-Hyeon Nam Seo-Hyeong Park Nur Suriza Syazwany Yerim Jung Yu-Han Im Sang-Chul Lee 29 3 0 09 Oct 2023
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 133 6 0 19 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 33 39 0 07 Sep 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 33 1 0 22 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation N. Thuan Nguyen Thi Oanh N. T. Thuy Stuart W. Perry D. V. Sang ViT MedIm 40 5 0 12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis Pham Vu Hung N. Manh Nguyen Thi Oanh N. T. Thuy D. V. Sang ViT MedIm 27 3 0 12 Jul 2023
1M parameters are enough? A lightweight CNN-based model for medical image segmentation Binh-Duong Dinh Thanh-Thu Nguyen Thi-Thao Tran Van-Truong Pham SSeg MedIm 27 16 0 28 Jun 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 24 6 0 09 Jun 2023
FCB-SwinV2 Transformer for Polyp Segmentation Kerr Fitzgerald B. Matuszewski ViT MedIm 13 12 0 02 Feb 2023
Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation Trong-Hieu Nguyen-Mau Quoc-Huy Trinh Nhat-Tan Bui M. Tran Hai-Dang Nguyen MedIm 27 8 0 17 Jan 2023
RUPNet: Residual upsampling network for real-time polyp segmentation Nikhil Kumar Tomar Ulas Bagci Debesh Jha MedIm 17 1 0 06 Jan 2023
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 13 1 0 14 Nov 2022
DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci MedIm 38 16 0 24 Oct 2022
LAPFormer: A Light and Accurate Polyp Segmentation Transformer Mai Nguyen Tu Bui Quan Nguyen T. Nguyen Toan Van Pham ViT 3DV MedIm 103 3 0 10 Oct 2022
Transfer Learning with Pretrained Remote Sensing Transformers A. Fuller K. Millard J.R. Green 30 11 0 28 Sep 2022
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data Praneeth Nemani Satyanarayana Vollala ViT MedIm 21 15 0 15 Sep 2022
Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset C. P Pullagurla Abhijith Reddy Vidyashree R. Kanabur Deepu Vijayasenan S. S. S. Govindan 27 5 0 23 Aug 2022
Automated GI tract segmentation using deep learning M. Sharma 37 7 0 22 Jun 2022
TransResU-Net: Transformer based ResU-Net for Real-Time Colonoscopy Polyp Segmentation Nikhil Kumar Tomar Annie Shergill Brandon Rieders Ulas Bagci Debesh Jha ViT MedIm 35 29 0 17 Jun 2022
PlutoNet: An Efficient Polyp Segmentation Network with Modified Partial Decoder and Decoder Consistency Training Tugberk Erol Duygu Sarikaya 21 1 0 06 Apr 2022
An Efficient Polyp Segmentation Network Tugberk Erol Duygu Sarikaya MedIm 24 2 0 08 Mar 2022
Machine learning-based porosity estimation from spectral decomposed seismic data H. Jo Yongchae Cho Michael J. Pyrcz Hewei Tang P. Fu 13 1 0 23 Nov 2021
GMSRF-Net: An improved generalizability with global multi-scale residual fusion network for polyp segmentation Abhishek Srivastava S. Chanda Debesh Jha Umapada Pal Sharib Ali MedIm 22 23 0 20 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 39 302 0 19 Nov 2021
2020 CATARACTS Semantic Segmentation Challenge Imanol Luengo M. Grammatikopoulou R. Mohammadi Chris Walsh C. Nwoye ... Jianyuan Hong Haili Ye F. Huang Da-han Wang Danail Stoyanov 3DPC 30 9 0 21 Oct 2021
Self-Supervised U-Net for Segmenting Flat and Sessile Polyps Debayan Bhattacharya C. Betz D. Eggert Alexander Schlaefer 28 5 0 17 Oct 2021
Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation Adrian Galdran G. Carneiro M. A. G. Ballester MedIm 27 27 0 05 Oct 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 150 193 0 16 Aug 2021
Shallow Attention Network for Polyp Segmentation JunChao Wei Yiwen Hu Ruimao Zhang Zhen Li S.Kevin Zhou Shuguang Cui 18 263 0 02 Aug 2021
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 133 69 0 11 Jul 2021
UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation Taehun Kim Hyemin Lee Daijin Kim EgoV 22 251 0 06 Jul 2021
Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation Joao Lourencco Silva M. Menezes T. Rodrigues B. Silva F. Pinto Arlindo L. Oliveira MedIm 31 17 0 21 Jun 2021
Progressively Normalized Self-Attention Network for Video Polyp Segmentation Ge-Peng Ji Yu-Cheng Chou Deng-Ping Fan Geng Chen Huazhu Fu Debesh Jha Ling Shao ViT 28 137 0 18 May 2021
AG-CUResNeSt: A Novel Method for Colon Polyp Segmentation D. V. Sang Tran Quang Chung P. N. Lan D. V. Hang D. Long N. T. Thuy 117 21 0 02 May 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha Nikhil Kumar Tomar Sharib Ali Michael A. Riegler Haavard D. Johansen Dag Johansen Thomas de Lange P. Halvorsen 22 54 0 22 Apr 2021
Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy Soumya Gupta Sharib Ali L. Goldsmith B. Turney J. Rittscher 50 3 0 02 Apr 2021
Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks P. Brandao Odysseas Zisimopoulos E. Mazomenos G. Ciuti Jorge Bernal ... P. Dario Anastasios Koulaouzidis A. Arezzo D. Hawkes Danail Stoyanov MedIm 27 64 0 15 Jan 2021