UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

19 April 2020

Ruofeng Tong

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Papers citing "UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation"

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Simple is what you need for efficient and accurate medical image segmentation Xiang Yu Y. Chen Guannan He Qing Zeng Yue Qin ... Delong Yang Bocheng Liang Bin Pu Ying Yuan Shengli Li 7 0 0 16 Jun 2025
MS-UMamba: An Improved Vision Mamba Unet for Fetal Abdominal Medical Image Segmentation Caixu Xu Junming Wei Huizhen Chen Pengchen Liang Bocheng Liang Ying Tan Xintong Wei Mamba 20 0 0 14 Jun 2025
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks Quansong He Xiangde Min Kaishen Wang Tao He 34 0 0 06 Jun 2025
HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark Jianqing Zhang Xinghao Wu Yanbing Zhou Xiaoting Sun Qiqi Cai Yang Liu Yang Hua Zhenzhe Zheng Jian Cao Qiang Yang FedML 95 0 0 04 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks Loan Dao Ngoc Quoc Ly 130 10 0 04 Jun 2025
DeepTopoNet: A Framework for Subglacial Topography Estimation on the Greenland Ice Sheets Bayu Adhi Tama Mansa Krishna Homayra Alam Mostafa Cham Omar Faruque Gong Cheng Jianwu Wang Mathieu Morlighem Vandana Janeja 33 0 0 29 May 2025
AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Crop Mapping Wenyuan Li Shunlin Liang Keyan Chen Yongzhe Chen Han Ma Jianglei Xu Yichuan Ma Shikang Guan Husheng Fang Z. Shi 33 0 0 27 May 2025
MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation Libin Lan Yanxin Li Xiaojuan Liu Juan Zhou Jianxun Zhang Nannan Huang Yudong Zhang ViT MedIm 29 0 0 24 May 2025
Dual Attention Residual U-Net for Accurate Brain Ultrasound Segmentation in IVH Detection Dan Yuan Yi Feng Ziyun Tang 240 0 0 23 May 2025
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation Ruiqi Xing 170 0 0 23 May 2025
LOD1 3D City Model from LiDAR: The Impact of Segmentation Accuracy on Quality of Urban 3D Modeling and Morphology Extraction Fatemeh Chajaei Hossein Bagheri 3DV 3DPC AI4CE 193 0 0 20 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 76 0 0 09 May 2025
Tetrahedron-Net for Medical Image Registration Jinhai Xiang Shuai Guo Qianru Han Dantong Shi Xinwei He Xiang Bai 3DV 98 0 0 07 May 2025
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Yanzhe Zhang Ghulam Mustafa Yin Fang MedIm 80 0 0 03 May 2025
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations Shaoyu Pei Renxiong Wu Hao Zheng Lang Qin Shuaichen Lin ... Wenjing Huang Ziyi Wang Mohan Qin Yang Liu Guangming Ni 3DH 80 0 0 24 Apr 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation Bo-Cheng Hu Ge-Peng Ji Dian Shao Deng-Ping Fan 96 0 0 15 Apr 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao Yucheng Wang Yucheng Tang Daguang Xu Kang Wang Yang Yang Zongwei Zhou Yuyin Zhou MedIm 63 1 0 09 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 64 0 0 08 Apr 2025
rPPG-SysDiaGAN: Systolic-Diastolic Feature Localization in rPPG Using Generative Adversarial Network with Multi-Domain Discriminator Banafsheh Adami Nima Karimian 82 1 0 01 Apr 2025
A Deep Learning Framework for Boundary-Aware Semantic Segmentation Tai An Weiqiang Huang Da Xu Qingyuan He Jiacheng Hu Yujia Lou 83 2 0 28 Mar 2025
FedSCA: Federated Tuning with Similarity-guided Collaborative Aggregation for Heterogeneous Medical Image Segmentation Yumin Zhang Yan Gao Haoran Duan Hanqing Guo Tejal Shah R. Ranjan Bo Wei FedML 116 0 0 19 Mar 2025
ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation Saqib Qamar Syed Furqan Qadri Roobaea Alroobaea Majed Alsafyani Abdullah M. Baqasah ViT MedIm 158 0 0 05 Mar 2025
Catheter Detection and Segmentation in X-ray Images via Multi-task Learning Lin Xi Yingliang Ma Ethan Koland Sandra Howell Aldo Rinaldi Kawal S. Rhode 98 0 0 04 Mar 2025
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 156 6 0 20 Feb 2025
MultiFlow: A unified deep learning framework for multi-vessel classification, segmentation and clustering of phase-contrast MRI validated on a multi-site single ventricle patient cohort Tina Yao Nicole St. Clair Madeline Gong Gabriel F. Miller J. Steeden Rahul H. Rathod V. Muthurangu FORCE Investigators AI4CE 92 0 0 17 Feb 2025
GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation Niloufar Eghbali H. Bagher-Ebadian Tuka Alhanai M. Ghassemi MedIm ViT 72 0 0 06 Jan 2025
UNet--: Memory-Efficient and Feature-Enhanced Network Architecture based on U-Net with Reduced Skip-Connections Lingxiao Yin Wei Tao Dongyue Zhao Tadayuki Ito Kinya Osa Masami Kato Tse-Wei Chen 68 0 0 24 Dec 2024
S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation Yuke Wu Xiang Liu Yunyu Shi Xinyi Chen Zihao Wang YuQing Xu Shuo Wang MedIm ViT 111 0 0 19 Nov 2024
KAN-Mamba FusionNet: Redefining Medical Image Segmentation with Non-Linear Modeling Akansh Agrawal Akshan Agrawal Shashwat Gupta Priyanka Bagade Mamba 158 4 0 18 Nov 2024
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing Pranav Gupta Rishubh Singh Pradeep Shenoy Ravikiran Sarvadevabhatla 61 0 0 05 Nov 2024
IRS-Enhanced Secure Semantic Communication Networks: Cross-Layer and Context-Awared Resource Allocation Lingyi Wang Wei Wu Fuhui Zhou Zhijin Qin Qihui Wu 91 2 0 04 Nov 2024
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations Piotr Kaniewski Fariba Yousefi Yeman Brhane Hagos T. Qaiser Nikolay Burlutskiy 26 0 0 01 Nov 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 105 0 0 20 Oct 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection Sin Chee Chin Wei Wei Lee Yeong Khang Wenming Yang MedIm 104 0 0 15 Oct 2024
LKASeg:Remote-Sensing Image Semantic Segmentation with Large Kernel Attention and Full-Scale Skip Connections Xuezhi Xiang Yibo Ning Lei Zhang Denis Ombati Himaloy Himu Xiantong Zhen 54 0 0 14 Oct 2024
K-SAM: A Prompting Method Using Pretrained U-Net to Improve Zero Shot Performance of SAM on Lung Segmentation in CXR Images Mohamed Deriche Mohammad Marufur 50 0 0 09 Oct 2024
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Muhammad Hamza Sharif Muzammal Naseer Mohammad Yaqub Min Xu Mohsen Guizani OOD MedIm ViT 49 0 0 01 Oct 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 88 3 0 23 Sep 2024
Autonomous Visual Fish Pen Inspections for Estimating the State of Biofouling Buildup Using ROV -- Extended Abstract Matej Fabijanić Nadir Kapetanović Nikola Mišković 41 4 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 65 1 0 17 Sep 2024
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation Yuchen Guo Weifeng Su 84 0 0 16 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 84 0 0 03 Sep 2024
3D-LSPTM: An Automatic Framework with 3D-Large-Scale Pretrained Model for Laryngeal Cancer Detection Using Laryngoscopic Videos Meiyu Qiu Yongqian Li Wenjun Huang Haoyun Zhang Weiping Zheng Wenbin Lei Xiaomao Fan 36 0 0 02 Sep 2024
Machine Learning Framework for High-Resolution Air Temperature Downscaling Using LiDAR-Derived Urban Morphological Features Fatemeh Chajaei Hossein Bagheri AI4CE 71 9 0 31 Aug 2024
Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images Subin Sahayam John Michael Sujay Zakkam Yoga Sri Varshan V Umarani Jayaraman 97 0 0 21 Aug 2024
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer Approach Alireza Saber Pouria Parhami Alimihammad Siahkarzadeh Amirreza Fateh Amirreza Fateh ViT MedIm 133 10 0 08 Aug 2024
Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention Yimian Dai Peiwen Pan Yulei Qian Yuxuan Li Xiang Li Jian Yang Huan Wan 107 11 0 07 Aug 2024
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Shengbo Tan Zeyu Zhang Ying Cai Daji Ergu Lin Wu Binbin Hu Pengzhang Yu Yang Zhao ViT MedIm 114 13 0 01 Aug 2024
MSA $^2$ Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation Sina Ghorbani Kolahi S. K. Chaharsooghi Toktam Khatibi Afshin Bozorgpour Reza Azad Moein Heidari Ilker Hacihaliloglu Dorit Merhof 72 0 0 31 Jul 2024
Force Sensing Guided Artery-Vein Segmentation via Sequential Ultrasound Images Yimeng Geng Gaofeng Meng Ya-Ting Chan Guanglin Cao Mingyang Zhao Jianbo Zhao Chiou-Ting Hsu 24 0 0 31 Jul 2024