UNet++: A Nested U-Net Architecture for Medical Image Segmentation

18 July 2018

Zongwei Zhou

Papers citing "UNet++: A Nested U-Net Architecture for Medical Image Segmentation"

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Title
HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction Shengji Tang Weicai Ye Peng Ye Weihao Lin Yang Zhou Tao Chen Wanli Ouyang 3DGS 41 11 0 08 Oct 2024
DB-SAM: Delving into High Quality Universal Medical Image Segmentation Chao Qin Jiale Cao Huazhu Fu Fahad Shahbaz Khan Rao Muhammad Anwer MedIm 67 6 0 05 Oct 2024
Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images Rabeya Tus Sadia Jie Zhang Jin Chen MedIm 72 0 0 05 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 51 0 0 03 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 72 0 0 03 Oct 2024
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations Nikolaos Giakoumoglou Tania Stathaki SSL 118 2 0 03 Oct 2024
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images Jin Yang Daniel S. Marcus Aristeidis Sotiras 51 0 0 03 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
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting Muhammad Hamza Sharif Dmitry Demidov Asif Hanif Mohammad Yaqub Min Xu ViT MedIm 53 2 0 01 Oct 2024
KANDU-Net:A Dual-Channel U-Net with KAN for Medical Image Segmentation Chenglin Fang Kaigui Wu SSeg 86 0 0 30 Sep 2024
Annotation-Free Curb Detection Leveraging Altitude Difference Image Fulong Ma Peng Hou Yuxuan Liu Yang Liu Ming Liu Jun Ma 51 0 0 30 Sep 2024
Med-IC: Fusing a Single Layer Involution with Convolutions for Enhanced Medical Image Classification and Segmentation Md. Farhadul Islam Sarah Zabeen Meem Arafat Manab Mohammad Rakibul Hasan Mahin J. Mondal Md. Tanzim Reza Md. Zahidul Hasan Munima Haque Farig Sadeque Jannatun Noor 43 1 0 27 Sep 2024
Enhanced Wavelet Scattering Network for image inpainting detection Barglazan Adrian-Alin Brad Remus 51 0 0 25 Sep 2024
Predicting Distance matrix with large language models Jiaxing Yang 19 0 0 24 Sep 2024
TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation Yanlin Wu Tao Li Zhihong Wang Hong Kang Along He ViT MedIm 86 3 0 23 Sep 2024
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation Xiaogang Du Dongxin Gu Tao Lei Yipeng Jiao Yibin Zou MedIm 50 1 0 19 Sep 2024
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical Information Hongjun Zhu Jiaohang Huang Kuo Chen Xuehui Ying Ying Qian MedIm 40 1 0 18 Sep 2024
GUNet: A Graph Convolutional Network United Diffusion Model for Stable and Diversity Pose Generation Shuowen Liang Sisi Li Qingyun Wang Cen Zhang Kaiquan Zhu Tian Yang DiffM 47 0 0 18 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
P2 Explore: Efficient Exploration in Unknown Cluttered Environment with Floor Plan Prediction Kun Song Gaoming Chen Masayoshi Tomizuka Wei Zhan Zhenhua Xiong Mingyu Ding 140 0 0 17 Sep 2024
GLCONet: Learning Multi-source Perception Representation for Camouflaged Object Detection Yanguang Sun Hanyu Xuan Jian Yang Lei Luo ObjD 85 2 0 15 Sep 2024
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare Zhikai Li Jing Zhang Qingyi Gu MedIm 121 1 0 14 Sep 2024
D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation Jin Yang Xiaobing Yu Peijie Qiu MedIm 91 0 0 13 Sep 2024
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation Rongtao Xu Changwei Wang Jiguang Zhang Shibiao Xu Weiliang Meng Xiaopeng Zhang ViT MedIm 55 6 0 13 Sep 2024
PSTNet: Enhanced Polyp Segmentation with Multi-scale Alignment and Frequency Domain Integration Wenhao Xu Rongtao Xu Changwei Wang Xiuli Li Shibiao Xu Li Guo 75 5 0 13 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 99 0 0 12 Sep 2024
Transfer Learning Applied to Computer Vision Problems: Survey on Current Progress, Limitations, and Opportunities Aaryan Panda Damodar Panigrahi Shaswata Mitra Sudip Mittal Shahram Rahimi 50 0 0 12 Sep 2024
ART: Artifact Removal Transformer for Reconstructing Noise-Free Multichannel Electroencephalographic Signals Chun-Hsiang Chuang Kong-Yi Chang Chih-Sheng Huang Anne-Mei Bessas 41 1 0 11 Sep 2024
PaveSAM Segment Anything for Pavement Distress Neema Jakisa Owor Y. Adu-Gyamfi Armstrong Aboah M. Amo-Boateng VLM 72 6 0 11 Sep 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 119 1 0 11 Sep 2024
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Assefa Seyoum Wahd B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Adam McArthur Jiechen Zhang Jacob L. Jaremko A. Hareendranathan VLM MedIm 85 1 0 10 Sep 2024
Pioneering Precision in Lumbar Spine MRI Segmentation with Advanced Deep Learning and Data Enhancement Istiak Ahmed Md. Tanzim Hossain Md. Zahirul Islam Nahid Kazi Shahriar Sanjid Md. Shakib Shahariar Junayed M. M. Uddin Mohammad Monirujjaman Khan 49 0 0 09 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation Quoc-Bao Nguyen-Le Tuan-Hy Le Anh-Triet Do Quoc-Huy Trinh ViT MedIm 71 0 0 09 Sep 2024
SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance Shuchang Ye Mingyuan Meng Mingjian Li Dagan Feng Jinman Kim 44 0 0 07 Sep 2024
Boundary feature fusion network for tooth image segmentation Dongping Zhang Zheng Li Fangao Zeng Yutong Wei 52 0 0 06 Sep 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 78 9 0 05 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 72 0 0 03 Sep 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 85 3 0 03 Sep 2024
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation Jing Yuan Tania Stathaki 70 0 0 24 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation Hui Liu Chen Jia Fan Shi Xu Cheng Mianzhao Wang Shengyong Chen 180 1 0 23 Aug 2024
Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes S. Kato Hinako Mitsuoka Kazuhiro Hotta VLM 62 2 0 22 Aug 2024
EUIS-Net: A Convolutional Neural Network for Efficient Ultrasound Image Segmentation Shahzaib Iqbal Hasnat Ahmed Muhammad Sharif Madiha Hena Tariq M. Khan Imran Razzak 59 3 0 22 Aug 2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Mingya Zhang Zhihao Chen Yiyuan Ge Xianping Tao Mamba 108 3 0 21 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults Mohit Prabhushankar Kiran Kokilepersaud Jorge Quesada Yavuz Yarici Chen Zhou Mohammad Alotaibi Ghassan AlRegib Ahmad Mustafa Yusufjon Kumakov 54 1 0 20 Aug 2024
Constructing a High Temporal Resolution Global Lakes Dataset via Swin-Unet with Applications to Area Prediction Yutian Han Baoxiang Huang He Gao 26 0 0 20 Aug 2024
SAM-COD: SAM-guided Unified Framework for Weakly-Supervised Camouflaged Object Detection Huafeng Chen Pengxu Wei Guangqian Guo Shan Gao 109 10 0 20 Aug 2024
TESL-Net: A Transformer-Enhanced CNN for Accurate Skin Lesion Segmentation Shahzaib Iqbal Muhammad Zeeshan Mehwish Mehmood Tariq M. Khan Imran Razzak ViT MedIm 57 1 0 19 Aug 2024
An Effective Information Theoretic Framework for Channel Pruning Yihao Chen Zefang Wang 73 3 0 14 Aug 2024
Ensemble architecture in polyp segmentation Hao-Yun Hsu Yi-Ching Cheng Guan-Hua Huang 60 0 0 14 Aug 2024
InfLocNet: Enhanced Lung Infection Localization and Disease Detection from Chest X-Ray Images Using Lightweight Deep Learning Md. Asiful Islam Miah Shourin Paul Sunanda Das M. M. A. Hashem 101 0 0 12 Aug 2024