TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

8 February 2021

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Papers citing "TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation"

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MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation C. Shiranthika Zahra Hafezi Kafshgari Hadi Hadizadeh Parvaneh Saeedi FedML 96 0 0 01 Jul 2025
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 136 4 0 01 Jul 2025
Score-based Generative Diffusion Models to Synthesize Full-dose FDG Brain PET from MRI in Epilepsy Patients Jiaqi Wu J. Ouyang Farshad Moradi Mohammad Mehdi Khalighi Greg Zaharchuk DiffM MedIm 19 0 0 01 Jul 2025
VesselSDF: Distance Field Priors for Vascular Network Reconstruction Salvatore Esposito Daniel Rebain A. Onken Changjian Li Oisin Mac Aodha 12 0 0 19 Jun 2025
Prompt-based Dynamic Token Pruning to Guide Transformer Attention in Efficient Segmentation Pallabi Dutta Anubhab Maity S. Mitra MedIm 18 0 0 19 Jun 2025
BCRNet: Enhancing Landmark Detection in Laparoscopic Liver Surgery via Bezier Curve Refinement Qian Li Feng Liu Shuojue Yang Daiyun Shen Yueming Jin MedIm 15 0 0 18 Jun 2025
Echo-DND: A dual noise diffusion model for robust and precise left ventricle segmentation in echocardiography Abdur Rahman Keerthiveena Balraj Manojkumar Ramteke Anurag Singh Rathore DiffM MedIm 22 0 0 18 Jun 2025
Pediatric Pancreas Segmentation from MRI Scans with Deep Learning Elif Keles Merve Yazol Gorkem Durak Ziliang Hong Halil Ertugrul Aktas ... Oznur Leman Boyunaga Cemal Yazici Mark Lowe Aliye Uc Ulas Bagci 7 0 0 18 Jun 2025
Pixel-wise Modulated Dice Loss for Medical Image Segmentation Seyed Mohsen Hosseini 19 0 0 17 Jun 2025
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 12 0 0 16 Jun 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures Shatha Abudalou 20 0 0 16 Jun 2025
InceptionMamba: Efficient Multi-Stage Feature Enhancement with Selective State Space Model for Microscopic Medical Image Segmentation Daniya Najiha Abdul Kareem Abdul Hannan Mubashir Noman Jean Lahoud Mustansar Fiaz Hisham Cholakkal Mamba 21 0 0 13 Jun 2025
FAD-Net: Frequency-Domain Attention-Guided Diffusion Network for Coronary Artery Segmentation using Invasive Coronary Angiography Nan Mu Ruiqi Song Xiaoning Li Zhihui Xu Jingfeng Jiang Chen Zhao MedIm 71 0 0 13 Jun 2025
Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation Zhenhuan Zhou 99 0 0 12 Jun 2025
Foundation Models in Medical Imaging -- A Review and Outlook Vivien van Veldhuizen Vanessa Botha C. Lu Melis Erdal Cesur Kevin Groot Lipman ... Cees Snoek Lodewyk Wessels Ritse Mann Eric Marcus Jonas Teuwen MedIm VLM AI4CE 70 0 0 10 Jun 2025
Query Nearby: Offset-Adjusted Mask2Former enhances small-organ segmentation Xin Zhang Dongdong Meng Sheng Li MedIm 77 0 0 06 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks Loan Dao Ngoc Quoc Ly 136 10 0 04 Jun 2025
Recent Advances in Medical Image Classification Loan Dao Ngoc Quoc Ly 74 3 0 04 Jun 2025
Quotient Network - A Network Similar to ResNet but Learning Quotients Peng Hui Jiamuyang Zhao Changxin Li Qingzhen Zhu OOD 31 0 0 01 Jun 2025
ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation Jing Huang Yongkang Zhao Yuhan Li Zhitao Dai Cheng Chen Qiying Lai Mamba 31 0 0 30 May 2025
HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion Guanghu Xie Yonglong Zhang Zhiduo Jiang Yang Liu Zongwu Xie Baoshi Cao Hong Liu Mamba 91 0 0 27 May 2025
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image Segmentation Tyler Ward Aaron Moseley Abdullah-Al-Zubaer Imran SSL 234 0 0 25 May 2025
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation Jiong Wu Yang Xing Boxiao Yu Wei Shao Kuang Gong MedIm 186 0 0 25 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
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation Haoyu Yang Yuxiang Cai Jintao Chen Xuhong Zhang Wenhui Lei Xiaoming Shi Jianwei Yin Yankai Jiang Mamba 50 0 0 24 May 2025
CENet: Context Enhancement Network for Medical Image Segmentation Afshin Bozorgpour Sina Ghorbani Kolahi Reza Azad Ilker Hacihaliloglu Dorit Merhof 196 0 0 23 May 2025
SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation Guohao Huo Ruiting Dai Hao Tang Mamba 69 0 0 22 May 2025
Temporal-Spectral-Spatial Unified Remote Sensing Dense Prediction Sijie Zhao Feng Liu Xueliang Zhang Hao Chen Pengfeng Xiao Lei Bai X. Zhang Hao Chen Z. Shi W. Ouyang 54 0 0 18 May 2025
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning Pengchen Zhang Alan J.X. Guo Sipin Luo Zhe Han Lin Guo 74 0 0 16 May 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance Lianhao Yin O. Meireles Guy Rosman Daniela Rus 29 0 0 16 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 98 1 0 14 May 2025
LatticeVision: Image to Image Networks for Modeling Non-Stationary Spatial Data Antony Sikorski Michael Ivanitskiy Nathan Lenssen Douglas Nychka Daniel McKenzie DiffM 441 0 0 14 May 2025
GNCAF: A GNN-based Neighboring Context Aggregation Framework for Tertiary Lymphoid Structures Semantic Segmentation in WSI Lei Su 71 0 0 13 May 2025
Dynamic Snake Upsampling Operater and Boundary-Skeleton Weighted Loss for Tubular Structure Segmentation Yiqi Chen Ganghai Huang Sheng Zhang Jianglin Dai 225 0 0 13 May 2025
ABS-Mamba: SAM2-Driven Bidirectional Spiral Mamba Network for Medical Image Translation Feng Yuan Yifan Gao Wenbin Wu Keqing Wu Xiaotong Guo Jie Jiang Xin Gao Mamba 83 1 0 12 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen Chong Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 78 0 0 09 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri Deshmukh Yalcin Tur Gorkhem Durak Ulas Bagci MedIm 246 0 0 08 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 97 0 0 08 May 2025
Sim2Real in endoscopy segmentation with a novel structure aware image translation Clara Tomasini L. Riazuelo Ana C. Murillo MedIm 46 0 0 05 May 2025
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification Ting Yu Tsai An Yu Meghana Spurthi Maadugundu Ishrat Jahan Mohima Umme Habiba Barsha Mei-Hwa F. Chen Balakrishnan Prabhakaran Ming-Ching Chang 83 0 0 05 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xuelong Li Guangliang Cheng Mamba 267 0 0 01 May 2025
LDPoly: Latent Diffusion for Polygonal Road Outline Extraction in Large-Scale Topographic Mapping Weiqin Jiao Hao Cheng G. Vosselman Claudio Persello 130 0 0 29 Apr 2025
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning Yuanbing Ouyang Yizhuo Liang Qingpeng Li Xinfei Guo Yiming Luo Di Wu Hao Wang Yushan Pan ViT VLM 98 0 0 25 Apr 2025
Federated Client-tailored Adapter for Medical Image Segmentation Guyue Hu Siyuan Song Yukun Kang Z. Yin Gangming Zhao Chenglong Li Jin Tang FedML MedIm 479 0 0 25 Apr 2025
SSA-UNet: Advanced Precipitation Nowcasting via Channel Shuffling Marco Turzi Siamak Mehrkanoon AI4TS 167 0 0 25 Apr 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
Targeted AMP generation through controlled diffusion with efficient embeddings Diogo Soares Leon Hetzel Paulina Szymczak Fabian J. Theis Stephan Günnemann Ewa Szczurek MedIm 91 1 0 24 Apr 2025
SAIP-Net: Enhancing Remote Sensing Image Segmentation via Spectral Adaptive Information Propagation Zhongtao Wang Xizhe Cao Yisong Chen Guoping Wang 72 0 0 23 Apr 2025
Lightweight Road Environment Segmentation using Vector Quantization Jiyong Kwag Alper Yilmaz Charles Toth 70 0 0 19 Apr 2025
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention Jun Zeng KC Santosh Deepak Rajan Nayak Thomas de Lange Jonas Varkey Tyler Berzin Debesh Jha ViT MedIm 133 0 0 18 Apr 2025