UNeXt: MLP-based Rapid Medical Image Segmentation Network

9 March 2022

Papers citing "UNeXt: MLP-based Rapid Medical Image Segmentation Network"

46 / 96 papers shown

Title
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie-jin Yang Yun Gu 46 1 0 13 Dec 2023
Inspecting Model Fairness in Ultrasound Segmentation Tasks Zikang Xu Fenghe Tang Quan Quan Jianrui Ding C. Ning S. Kevin Zhou 22 0 0 05 Dec 2023
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Fenghe Tang Bingkun Nian Jianrui Ding Quan Quan Jie-jin Yang Wei Liu S.Kevin Zhou ViT MedIm 23 3 0 04 Dec 2023
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Zhen Zhao Zicheng Wang Longyue Wang Dian Yu Yixuan Yuan Luping Zhou 27 11 0 29 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 21 4 0 28 Nov 2023
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 26 1 0 28 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 24 0 0 17 Nov 2023
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 30 9 0 14 Oct 2023
ACC-UNet: A Completely Convolutional UNet model for the 2020s Nabil Ibtehaz Daisuke Kihara MedIm OOD ViT 11 43 0 25 Aug 2023
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation Zhen Zhao Ye Liu Meng Zhao Di Yin Yixuan Yuan Luping Zhou 26 2 0 23 Aug 2023
Prototype Learning for Out-of-Distribution Polyp Segmentation Nikhil Kumar Tomar Debesh Jha Ulas Bagci OOD 24 0 0 07 Aug 2023
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion Fenghe Tang Jianrui Ding Lingtao Wang C. Ning S. Kevin Zhou MedIm 15 37 0 02 Aug 2023
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training Jeya Maria Jose Valanarasu Yucheng Tang Dong Yang Ziyue Xu Can Zhao ... Vishal M. Patel Bennett Landman Daguang Xu Yufan He V. Nath MedIm 23 13 0 31 Jul 2023
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation Jialun Pei Zhangjun Zhou Yueming Jin He Tang Pheng-Ann Heng 41 12 0 26 Jul 2023
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jiacheng Ruan Mingye Xie Jingsheng Gao Ting Liu Yuzhuo Fu MedIm 10 98 0 17 Jul 2023
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation Zhen-Peng He Mathias Unberath Jing Ke Yiqing Shen ViT MedIm 17 18 0 16 Jul 2023
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks Junlong Cheng Chengrui Gao Fengjie Wang Min Zhu SSeg 11 9 0 06 Jul 2023
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Tao Wang Xinlin Zhang Yuanbo Zhou Junlin Lan T. Tan Min Du Qinquan Gao Tong Tong 23 0 0 29 Jun 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 25 16 0 28 Jun 2023
ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation Juntao Jiang Xiyu Chen Guanzhong Tian Y. Liu SSeg GNN 16 12 0 08 Jun 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 28 12 0 16 May 2023
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation Lei Shi Tianyu Gao Zheng-Wei Zhang Junxing Zhang ViT MedIm 4 7 0 25 Apr 2023
Few-shot Medical Image Segmentation via Cross-Reference Transformer Yao-Pin Huang Jianming Liu ViT MedIm OOD 19 0 0 19 Apr 2023
Experts' cognition-driven safe noisy labels learning for precise segmentation of residual tumor in breast cancer Yongquan Yang Jie Chen Yani Wei Mohammad H. Alobaidi Hong Bu NoLa 45 1 0 13 Apr 2023
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT Mingzhe Hu Shaoyan Pan Yuheng Li Xiaofeng Yang LM&MA 26 38 0 11 Apr 2023
Ambiguous Medical Image Segmentation using Diffusion Models Aimon Rahman Jeya Maria Jose Valanarasu I. Hacihaliloglu V. Patel MedIm DiffM 43 102 0 10 Apr 2023
U-Netmer: U-Net meets Transformer for medical image segmentation Sheng He Rina Bao P. E. Grant Yangming Ou ViT MedIm 25 13 0 03 Apr 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 9 74 0 30 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 21 0 0 23 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi-Mou Lin Xiaori Fang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen MedIm 26 3 0 23 Mar 2023
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing Debesh Jha Nikhil Kumar Tomar Vanshali Sharma Ulas Bagci ViT MedIm 20 49 0 13 Mar 2023
PL-UNeXt: Per-stage Edge Detail and Line Feature Guided Segmentation for Power Line Detection Yang Cheng Zhen Chen Daming Liu 24 1 0 08 Mar 2023
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation Shaoyan Pan Shao-Yuan Lo M. Huang Chaoqiong Ma Jacob F. Wynne Tonghe Wang Tian Liu Xiaofeng Yang OOD MedIm 24 3 0 25 Feb 2023
Continuous U-Net: Faster, Greater and Noiseless Chunyang Cheng Christina Runkel Lihao Liu Raymond H. F. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero SSeg 26 9 0 01 Feb 2023
Computationally Efficient 3D MRI Reconstruction with Adaptive MLP Eric Z. Chen Chi Zhang Xiao Chen Yikang Liu Terrence Chen Shanhui Sun MedIm 25 4 0 21 Jan 2023
Name Your Colour For the Task: Artificially Discover Colour Naming via Colour Quantisation Transformer Sheng Su Lin Gu Yue Yang Ze Zhang Tatsuya Harada 20 1 0 07 Dec 2022
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Jiacheng Ruan Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu 23 132 0 03 Nov 2022
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Fenghe Tang Lingtao Wang C. Ning Min Xian Jianrui Ding 22 60 0 24 Oct 2022
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images Xiaoyu Pan Huazheng Zhu Jinglong Du Guang-qin Hu Baoru Han Yuanyuan Jia 26 1 0 22 Oct 2022
MCTNet: A Multi-Scale CNN-Transformer Network for Change Detection in Optical Remote Sensing Images Weiming Li Lihui Xue Xueqian Wang Gang Li ViT 9 12 0 14 Oct 2022
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image Jinkai Lv Yuyong Hu Quanshui Fu Zhiwang Zhang Yuqiang Hu Lin Lv Guoqing Yang Jinpeng Li Yi Zhao MedIm 20 9 0 23 Aug 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 21 20 0 02 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 31 82 0 01 Jun 2022
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Yinghui Li Li Tao Dun Liang Haitao Zheng 85 97 0 07 Nov 2021
PL-Net: Progressive Learning Network for Medical Image Segmentation Junlong Cheng Chengrui Gao Chaoqing Wang Zhang Ming Yong-Liang Yang Min Zhu SSeg 21 1 0 27 Oct 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021