MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation

11 February 2019

Papers citing "MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation"

50 / 79 papers shown

Title
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy Decebal Constantin Mocanu M. V. Keulen Elena Mocanu MedIm 65 4 0 20 Feb 2025
A Comprehensive Review of U-Net and Its Variants: Advances and Applications in Medical Image Segmentation Wang Jiangtao Nur Intan Raihana Ruhaiyem Fu Panpan SSeg 222 0 0 09 Feb 2025
Convolutional Neural Network Segmentation for Satellite Imagery Data to Identify Landforms Using U-Net Architecture Mitul Goswami Sainath Dey Aniruddha Mukherjee Suneeta Mohanty Prasant Kumar Pattnaik SSeg 55 0 0 08 Feb 2025
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery Ashim Dahal Saydul Akbar Murad Nick Rahimi ViT 39 1 0 14 Nov 2024
Janssen 2.0: Audio Inpainting in the Time-frequency Domain Ondřej Mokrý Peter Balušík P. Rajmic 33 0 0 10 Sep 2024
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation Lin Zhang Wenbo Gao Jie Yi Yunyun Yang 46 0 0 14 Jul 2024
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation Zhaojin Fu Zheng Chen Jinjiang Li Lu Ren MedIm 19 1 0 01 May 2024
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation Qiangguo Jin Hui Cui Changming Sun Yang Song Jiangbin Zheng Leilei Cao Leyi Wei Ran Su 43 17 0 19 Mar 2024
Edge-aware Feature Aggregation Network for Polyp Segmentation Tao Zhou Yizhe Zhang Geng Chen Yi Zhou Ye Wu Deng-Ping Fan 136 7 0 19 Sep 2023
Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification Y. Kim Minji Lee Kunwook Jo Hee Seok Song Seong-Whan Lee 18 0 0 03 Aug 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 38 1 0 22 Jul 2023
Source-Free Domain Adaptive Fundus Image Segmentation with Class-Balanced Mean Teacher Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li 32 23 0 14 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 42 5 0 12 Jul 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 18 0 0 07 Jun 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 47 14 0 15 May 2023
Squeeze Excitation Embedded Attention UNet for Brain Tumor Segmentation G. Prasanna John Rohit Ernest G. Lalitha Sathiya Narayanan 29 3 0 13 May 2023
PLU-Net: Extraction of multi-scale feature fusion Weihu Song 3DPC SSeg 33 4 0 23 Feb 2023
One-Pot Multi-Frame Denoising Lujia Jin Shi-Jing Zhao Lei Zhu Qian Chen Yanye Lu 18 1 0 18 Feb 2023
Towards Implementing Energy-aware Data-driven Intelligence for Smart Health Applications on Mobile Platforms G. D. Samaraweera Hung Nguyen Hadi Zanddizari Behnam Zeinali Jerome Chang 30 0 0 01 Feb 2023
Solving the Discretised Boltzmann Transport Equations using Neural Networks: Applications in Neutron Transport Toby R. F. Phillips Claire E. Heaney Boyang Chen A. Buchan Christopher C. Pain 37 5 0 24 Jan 2023
MSCDA: Multi-level Semantic-guided Contrast Improves Unsupervised Domain Adaptation for Breast MRI Segmentation in Small Datasets Sheng Kuang Henry C. Woodruff R. Granzier T. Nijnatten M. Lobbes M. Smidt Philippe Lambin S. Mehrkanoon 30 16 0 04 Jan 2023
Double U-Net for Super-Resolution and Segmentation of Live Cell Images Mayur Bhandary J. P. Reyes Eylül Ertay Aman Panda SupR SSeg 13 3 0 05 Dec 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 28 267 0 27 Nov 2022
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images Md. Rayhan Ahmed Adnan Ferdous Ashrafi R. Ahmed Swakkhar Shatabda A. Muzahidul Islam Salekul Islam SSeg 35 20 0 25 Nov 2022
Feedback Chain Network For Hippocampus Segmentation Heyu Huang Runmin Cong Lianhe Yang Ling Du C. Wang Sam Kwong 33 2 0 15 Nov 2022
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
Swinv2-Imagen: Hierarchical Vision Transformer Diffusion Models for Text-to-Image Generation Rui Li Weihua Li Yi Yang Hanyu Wei Jianhua Jiang Quan-wei Bai DiffM 27 11 0 18 Oct 2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation T. M. Khan Muhammad Arsalan A. Robles-Kelly Erik H. W. Meijering SSeg 23 15 0 15 Oct 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation Huimin Huang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong ViT MedIm 27 45 0 29 Jul 2022
Wound Segmentation with Dynamic Illumination Correction and Dual-view Semantic Fusion Honghui Liu Changjian Wang Kele Xu Fangzhao Li Ming Feng Yuxing Peng Hongjun He 3DV 25 0 0 12 Jul 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 29 11 0 11 Jul 2022
R2U++: A Multiscale Recurrent Residual U-Net with Dense Skip Connections for Medical Image Segmentation Mehreen Mubashar Hazrat Ali C. Grönlund Shoaib Azmat SSeg 23 66 0 03 Jun 2022
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 138 118 0 17 May 2022
Detection Masking for Improved OCR on Noisy Documents Daniel Rotman Ophir Azulai Inbar Shapira Yevgeny Burshtein Udi Barzelay 41 4 0 17 May 2022
Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation Nikhil Cherian Kurian Amit Lohan G. Verghese Nimish Dharamshi S. Meena ... Fangfang Liu Cheryl Gillet S. Rane A. Grigoriadis A. Sethi SSeg 17 10 0 03 May 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 27 30 0 03 May 2022
Category Guided Attention Network for Brain Tumor Segmentation in MRI Jiangyun Li Hong Yu Chen Chen Meng Ding Sen Zha 17 13 0 29 Mar 2022
MFSNet: A Multi Focus Segmentation Network for Skin Lesion Segmentation Hritam Basak Rohit Kundu R. Sarkar 27 67 0 27 Mar 2022
Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels Yiming Lei Haiping Zhu Junping Zhang Hongming Shan 35 21 0 15 Mar 2022
Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge Sharib Ali N. Ghatwary Debesh Jha Ece Isik Polat Gorkem Polat ... Dominique Lamarque R. Cannizzaro S. Realdon Thomas de Lange J. East 37 64 0 24 Feb 2022
Leveraging Image Complexity in Macro-Level Neural Network Design for Medical Image Segmentation T. M. Khan Syed S. Naqvi Erik H. W. Meijering SSeg 32 24 0 21 Dec 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
A Shallow U-Net Architecture for Reliably Predicting Blood Pressure (BP) from Photoplethysmogram (PPG) and Electrocardiogram (ECG) Signals S. Mahmud Nabil Ibtehaz Amith Khandakar Anas Tahir Tawsifur Rahman K. R. Islam Md. Shafayet Hossain M. S. Rahman Mohammad Tariqul Islam M. Chowdhury 26 52 0 12 Nov 2021
ReCal-Net: Joint Region-Channel-Wise Calibrated Network for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 21 8 0 25 Sep 2021
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 129 712 0 09 Sep 2021
Sharp U-Net: Depthwise Convolutional Network for Biomedical Image Segmentation H. Zunair A. Ben Hamza SSeg MDE 15 224 0 26 Jul 2021
3D AGSE-VNet: An Automatic Brain Tumor MRI Data Segmentation Framework Xi Guan Guang Yang Jianming Ye Weiji Yang Xiaomei Xu Weiwei Jiang Xiaobo Lai 15 113 0 26 Jul 2021
Predicting Mechanically Driven Full-Field Quantities of Interest with Deep Learning-Based Metamodels S. Mohammadzadeh Emma Lejeune AI4CE 28 28 0 24 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 32 144 0 09 Jul 2021
Content-Aware Convolutional Neural Networks Yong Guo Yaofo Chen Mingkui Tan Kui Jia Jian Chen Jingdong Wang 36 8 0 30 Jun 2021