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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Title
Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images Sevim Cengiz I. Hamdi Mohammad Yaqub 89 1 0 15 Feb 2025
Universal Lesion Segmentation Challenge 2023: A Comparative Research of Different Algorithms Kaiwen Shi Yifei Li Binh Ho Jovian Wang Kobe Guo OOD 48 0 0 14 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 94 1 0 10 Feb 2025
A Novel Convolutional-Free Method for 3D Medical Imaging Segmentation Canxuan Gang MedIm ViT 89 0 0 08 Feb 2025
LMS-Net: A Learned Mumford-Shah Network For Few-Shot Medical Image Segmentation Shanghang Zhang Fan Jia X. Li Hao Zhang Jun Shi Liyan Ma Shihui Ying 113 0 0 08 Feb 2025
L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal N. Dasu Rekha Singhal KC Santosh Debesh Jha 59 0 0 06 Feb 2025
Layer Separation: Adjustable Joint Space Width Images Synthesis in Conventional Radiography Haolin Wang Yafei Ou Prasoon Ambalathankandy Gen Ota Pengyu Dai Masayuki Ikebe Kenji Suzuki Tamotsu Kamishima 137 0 0 04 Feb 2025
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation Bin Xie Hao Tang Dawen Cai Yan Yan Gady Agam MedIm VLM 157 2 0 02 Feb 2025
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach M. Hasan Guang Yang Choon Hwai Yap 86 0 0 28 Jan 2025
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation Ruicheng Zhang Haowei Guo Zeyu Zhang Puxin Yan Shen Zhao 172 6 0 22 Jan 2025
Towards Accurate Unified Anomaly Segmentation Wenxin Ma Qingsong Yao Xiang Zhang Zhelong Huang Zihang Jiang S. Kevin Zhou 136 2 0 21 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 284 27 0 17 Jan 2025
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation Xianping Ma Ziyao Wang Yin Hu Xiaokang Zhang Man-On Pun 102 0 0 13 Jan 2025
Flemme: A Flexible and Modular Learning Platform for Medical Images Guoqing Zhang Jingyun Yang Yang Li MedIm 79 1 0 08 Jan 2025
PARF-Net: integrating pixel-wise adaptive receptive fields into hybrid Transformer-CNN network for medical image segmentation Xu Ma Mengsheng Chen Junhui Zhang Lijuan Song Fang Du Zhenhua Yu ViT MedIm 127 0 0 06 Jan 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
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 85 0 0 05 Jan 2025
Merging Context Clustering with Visual State Space Models for Medical Image Segmentation Yun Zhu Dong Zhang Yi Lin Yifei Feng Jinhui Tang Mamba 99 2 0 03 Jan 2025
LoVA: Long-form Video-to-Audio Generation Xin Cheng Xihua Wang Yihan Wu Yuyue Wang Ruihua Song VGen DiffM 115 3 0 31 Dec 2024
CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models Ping Guo Qingfu Zhang Xi Lin 35 1 0 25 Dec 2024
Leveraging Weak Supervision for Cell Localization in Digital Pathology Using Multitask Learning and Consistency Loss Berke Levent Cesur Ayse Humeyra Dur Karasayar Pinar Bulutay Nilgun Kapucuoglu Cisel Aydin Mericoz ... Javidan Osmanli Burhan Soner Yetkili Ibrahim Kulac C. Koyuncu Cigdem Demir 113 0 0 19 Dec 2024
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation Sucheng Ren Xiaomeng Li MedIm 103 3 0 16 Dec 2024
Detecting Daily Living Gait Amid Huntington's Disease Chorea using a Foundation Deep Learning Model Dafna Schwartz Lori Quinn Nora E. Fritz Lisa M. Muratori Jeffery M. Hausdorff Ran Gilad Bachrach 108 0 0 15 Dec 2024
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation Berke Doga Basaran Paul M. Matthews Wenjia Bai 154 0 0 14 Dec 2024
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation Tapas Kumar Dutta Snehashis Majhi Deepak Ranjan Nayak Debesh Jha Mamba 130 2 0 11 Dec 2024
HES-UNet: A U-Net for Hepatic Echinococcosis Lesion Segmentation Jiayan Chen Kai Li Zhanjin Wang Zhan Wang Jianqiang Huang 97 0 0 09 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation Ruoxin Wang Tianyi Tang Haiming Du Yuxuan Cheng Yu Wang Lingjie Yang Xiaohui Duan Yunfang Yu Yu Zhou Donglong Chen 106 0 0 08 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts Chenyang Zhu Bin Xiao Lin Shi Shoukun Xu Xu Zheng MoE 176 12 0 05 Dec 2024
MambaU-Lite: A Lightweight Model based on Mamba and Integrated Channel-Spatial Attention for Skin Lesion Segmentation Thi-Nhu-Quynh Nguyen Quang-Huy Ho Duy-Thai Nguyen Hoang-Minh-Quang Le Van-Truong Pham Thi-Thao Tran Mamba 106 1 0 02 Dec 2024
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation Xiaoxiang Han Y. Liu Jiang Shang Qingli Li Jiangang Chen Menghan Hu Qi Zhang Yuqi Zhang Yansen Wang 86 2 0 01 Dec 2024
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation Marzia Binta Nizam Marian Zlateva James Davis MedIm 106 0 0 25 Nov 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 129 2 0 23 Nov 2024
Multi-scale Cascaded Large-Model for Whole-body ROI Segmentation Rui Hao Dayu Tan Yansen Su Chunhou Zheng AI4CE 104 0 0 23 Nov 2024
SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation Jiayuan Zhu Junde Wu Cheng Ouyang Konstantinos Kamnitsas Alison Noble 108 0 0 23 Nov 2024
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 133 0 0 22 Nov 2024
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation Ruiguo Yu Yiyang Zhang Yuan Tian Zhiqiang Liu Xuewei Li Jie Gao 99 0 0 21 Nov 2024
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Delin An Pengfei Gu Milan Sonka Chaoli Wang Benlin Liu 124 1 0 21 Nov 2024
Cyborg Insect Factory: Automatic Assembly System to Build up Insect-computer Hybrid Robot Based on Vision-guided Robotic Arm Manipulation of Custom Bipolar Electrodes Qifeng Lin Nghia Vuong Kewei Song Phuoc Thanh Tran Ngoc Greg Angelo Gonzales Nonato Hirotaka Sato 98 0 0 20 Nov 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... Jianfei Chen Jiajian Li Yanzhou Su Min Zhu Junjun He VLM 140 6 0 19 Nov 2024
Invariant Shape Representation Learning For Image Classification Tonmoy Hossain Jing Ma Jundong Li Miaomiao Zhang 146 2 0 19 Nov 2024
TP-UNet: Temporal Prompt Guided UNet for Medical Image Segmentation Ranmin Wang Limin Zhuang Hongkun Chen Boyan Xu Ruichu Cai 64 0 0 18 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
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation Guoping Xu Ximing Wu Wentao Liao Xinglong Wu Qing Huang Chang Li 81 0 0 17 Nov 2024
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Xiwei Liu Min Xu Qirong Ho MedIm 87 0 0 16 Nov 2024
Leveraging Auxiliary Classification for Rib Fracture Segmentation Harini G. Aiman Farooq Deepak Mishra 68 1 0 14 Nov 2024
TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation Xiaoyan Jiang Zhi Zhou HaiLing Wang Guozhong Wang ZhiJun Fang MedIm 80 0 0 07 Nov 2024
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 126 0 0 05 Nov 2024
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation Sina Soleimani-Fard Won Gi Jeong Francis Ferri Ripalda Hasti Sasani Younhee Choi S Deiva Gong Yong Jin Seok-bum Ko 71 0 0 01 Nov 2024
Intensity Field Decomposition for Tissue-Guided Neural Tomography Meng-Xun Li Jin-Gang Yu Yuan Gao Cui Huang Gui-Song Xia 3DV 106 0 0 01 Nov 2024
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey Kien X. Nguyen Fengchun Qiao Arthur Trembanis Xi Peng 84 1 0 31 Oct 2024