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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Title
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation Zunaira Rauf Abdul Rehman Khan Asifullah Khan MedIm ViT 58 0 0 27 Jul 2024
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework Guanfeng Tang Zhiyuan Wu Jiahang Li Ping Zhong Xieyuanli Chen Huiming Liu Huiming Lu Rui Fan 84 0 0 25 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring Mario Francisco Munoz Hoang Vu Huy Thanh-Dung Le 69 2 0 18 Jul 2024
STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation Yaqi Wang Yifan Zhang Xiaodiao Chen Shuai Wang Dahong Qian ... Yuanlin Li Bing Wang Chunshi Wang Qiupu Chen Mingqian Li 3DV 69 2 0 18 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 93 14 0 03 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Ziyue Li MedIm Mamba 107 15 0 01 Jul 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection Yingxin Lai Zitong Yu Jing Yang Bin Li Xiangui Kang Linlin Shen 134 11 0 28 Jun 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation Lingjie Kong Qiaoling Wei Chengming Xu Han Chen Yanwei Fu 61 0 0 26 Jun 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 73 0 0 25 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 116 2 0 15 Jun 2024
GCtx-UNet: Efficient Network for Medical Image Segmentation Khaled Alrfou Tian Zhao ViT MedIm 65 3 0 09 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu Wenbo Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 141 142 0 05 Jun 2024
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey Thai-Hoc Vu Senthil Kumar Jagatheesaperumal Minh-Duong Nguyen Nguyen Van Huynh Sunghwan Kim Quoc-Viet Pham 88 13 0 30 May 2024
Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation Weize Li Zhicheng Zhao Haochen Bai Fei Su 120 0 0 24 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan Swalpa Kumar Roy Tianyang Wang MedIm 76 3 0 20 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 127 52 0 11 May 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention Ju-Hyeon Nam Nur Suriza Syazwany Su Jung Kim Sang-Chul Lee MedIm 42 12 0 10 May 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 86 8 0 27 Apr 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 58 0 0 18 Apr 2024
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification Binghua Li Jie Mao Zhe Sun Chao Li Qibin Zhao Toshihisa Tanaka 38 0 0 13 Apr 2024
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images Yizhi Pan Junyi Xin Tianhua Yang Teeradaj Racharak Le-Minh Nguyen Guanqun Sun 57 4 0 12 Apr 2024
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method Tashmoy Ghosh GAN 66 2 0 11 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 64 1 0 11 Apr 2024
LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation Ngoc-Du Tran Thi-Thao Tran Quang-Huy Nguyen Manh-Hung Vu Van-Truong Pham MedIm ViT 233 1 0 04 Apr 2024
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation Xiaoshuang Huang Hongxiang Li Meng Cao Long Chen Chenyu You Dong An VLM 97 5 0 03 Apr 2024
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT) Wen Sheng Zhong Zheng Jiajun Liu Han Lu Hanyuan Zhang Zhengyong Jiang Zhihong Zhang Daoping Zhu ViT 146 0 0 30 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 101 11 0 29 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 92 12 0 25 Mar 2024
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image Segmentation Dongwei Gan Ming Chang Juan Chen ViT MedIm 72 0 0 25 Mar 2024
FusionINN: Decomposable Image Fusion for Brain Tumor Monitoring Nishant Kumar Ziyan Tao Jaikirat Singh Yang Li Peiwen Sun Binghui Zhao Stefan Gumhold MedIm 86 0 0 23 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 86 51 0 15 Mar 2024
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs Erik Ostrowski Mohamed Bennai SSeg 35 0 0 08 Mar 2024
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation Athanasios Tragakis Qianying Liu Chaitanya Kaul Swalpa Kumar Roy Hang Dai Fani Deligianni Roderick Murray-Smith Daniele Faccio MedIm 34 1 0 01 Mar 2024
BigGait: Learning Gait Representation You Want by Large Vision Models Dingqiang Ye Chao Fan Jingzhe Ma Xiaoming Liu Shiqi Yu CVBM SLR 130 22 0 29 Feb 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection Yi Feng Yu Ma Qijun Chen Ioannis Pitas Rui Fan 87 6 0 29 Feb 2024
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images Zhen Chen Qing Xu Xinyu Liu Yixuan Yuan MedIm 84 17 0 26 Feb 2024
BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation Omid Nejati Manzari Javad Mirzapour Kaleybar Hooman Saadat Shahin Maleki ViT MedIm 66 11 0 13 Feb 2024
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang MedIm 125 2 0 22 Jan 2024
Susceptibility of Adversarial Attack on Medical Image Segmentation Models Zhongxuan Wang Leo Xu MedIm AAML 60 0 0 20 Jan 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Rekha Singhal Ulas Bagci 90 3 0 18 Jan 2024
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images Subin Sahayam Umarani Jayaraman 60 1 0 02 Jan 2024
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Libin Lan Pengzhou Cai Lu Jiang Xiaojuan Liu Yongmei Li Yudong Zhang ViT MedIm 73 10 0 01 Jan 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 95 7 0 31 Dec 2023
Morphological Profiling for Drug Discovery in the Era of Deep Learning Qiaosi Tang R. Ratnayake Gustavo Seabra Zhe Jiang Ruogu Fang ... Tamer Kahveci Jiang Bian Chenglong Li H. Luesch Yanjun Li 77 4 0 13 Dec 2023
NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle Biopsies Atif Khan Conor Lawless Amy Vincent Charlotte Warren Valeria Di Leo Tiago Gomes A. Mcgough 64 1 0 25 Nov 2023
A Region of Interest Focused Triple UNet Architecture for Skin Lesion Segmentation Guoqing Liu Yu Guo Caiying Wu Guoqing Chen Barintag Saheya Qiyu Jin SSeg 72 4 0 21 Nov 2023
Shape-Sensitive Loss for Catheter and Guidewire Segmentation Chayun Kongtongvattana Baoru Huang Jingxuan Kang Hoan Nguyen Olajide Olufemi Anh Nguyen MedIm 44 4 0 19 Nov 2023
LightBTSeg: A lightweight breast tumor segmentation model using ultrasound images via dual-path joint knowledge distillation Hongjiang Guo Shengwen Wang Hao Dang Kangle Xiao Yaru Yang Wenpei Liu Tongtong Liu Yiying Wan 72 2 0 18 Nov 2023
WATUNet: A Deep Neural Network for Segmentation of Volumetric Sweep Imaging Ultrasound Donya Khaledyan T. Marini Avice Oconnell Steven Meng J. Kan Galen Brennan Yu T Zhao Timothy M. Baran Kevin J. Parker 99 2 0 17 Nov 2023
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures Melaku N. Getahun Oleg Y. Rogov Dmitry V. Dylov Andrey Somov Ahmed Bouridane R. Hamoudi 117 2 0 14 Nov 2023