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
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation Nhi Kieu Kien Nguyen Sridha Sridharan Clinton Fookes ViT 48 4 0 07 Jul 2023
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks Junlong Cheng Chengrui Gao Fengjie Wang Min Zhu SSeg 45 11 0 06 Jul 2023
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI Xiaojiao Xiao Qinmin Hu Guanghui Wang MedIm 58 10 0 04 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi Hongyu Kan Shulan Ruan Ziqi Zhu Minfan Zhao Liang Qiao Zhaohui Wang Hong An Xudong Xue ViT MedIm 83 7 0 04 Jul 2023
Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning Method for SAM Using Multimodal Brain MR Images Xiaoyu Shi Shurong Chai Yinhao Li Jingliang Cheng J. Bai Guohua Zhao Yen-Wei Chen 69 7 0 03 Jul 2023
Machine learning for advancing low-temperature plasma modeling and simulation J. Trieschmann Luca Vialetto T. Gergs AI4CE 78 6 0 30 Jun 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 96 35 0 30 Jun 2023
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset Guotai Wang Jianghao Wu Xiangde Luo Xinglong Liu Kang Li Shaoting Zhang 77 28 0 29 Jun 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 128 68 0 29 Jun 2023
1M parameters are enough? A lightweight CNN-based model for medical image segmentation Binh-Duong Dinh Thanh-Thu Nguyen Thi-Thao Tran Van-Truong Pham SSeg MedIm 92 17 0 28 Jun 2023
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation Qianying Liu Xiao Gu Paul Henderson Fani Deligianni 94 6 0 25 Jun 2023
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net A. Khan Alif Ashrafee Fahim Shahriar Khan Md. Bakhtiar Hasan M. H. Kabir SSeg 61 6 0 25 Jun 2023
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Xinrong Hu Xiaowei Xu Yi Shi VLM MedIm 50 64 0 23 Jun 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis Divyam Madaan D. Sodickson K. Cho S. Chopra OOD MedIm 73 1 0 23 Jun 2023
Ladder Fine-tuning approach for SAM integrating complementary network Shurong Chai R. Jain Shiyu Teng Jiaqing Liu Yinhao Li T. Tateyama Yen-wei Chen MedIm 81 33 0 22 Jun 2023
Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network A. Marcus P. Bentley Daniel Rueckert MedIm 114 9 0 21 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen Nghiem Tuong Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 142 55 0 20 Jun 2023
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising Li Pang Weizhen Gu Xiangyong Cao Xiangyu Rui Jiangjun Peng Shuang Xu Gang Yang Deyu Meng 128 0 0 20 Jun 2023
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation Feiyu Chen Haiping Ma Weijia Zhang ViT MedIm 91 7 0 19 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 98 1 0 15 Jun 2023
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries Ihda Chaerony Siffa M. Becker K. Weltmann J. Trieschmann 62 3 0 13 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation Kashu Yamazaki Taisei Hanyu Minh-Triet Tran Adrian Garcia Roy McCann Haitao Liao Chase Rainwater Meredith Adkins J. Cothren Ngan Le ViT 79 40 0 12 Jun 2023
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms Shahzaib Iqbal Tariq Mahmood Khan Syed S. Naqvi Muhammad Usman Imran Razzak 72 1 0 09 Jun 2023
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis Gongshu Wang Ning Jiang Yunxiao Ma Tiantian Liu Duanduan Chen Jinglong Wu Guoqi Li Dong Liang Tianyi Yan MedIm 71 2 0 08 Jun 2023
Channel prior convolutional attention for medical image segmentation He-lu Huang Zuguo Chen Y. Zou Ming Lu Chaoyang Chen MedIm 35 115 0 08 Jun 2023
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification Rui-qi Zhang Qiaozheng Zhang Yingzhuang Liu Hao Xin Yang Liu Xinggang Wang ViT MedIm 122 8 0 08 Jun 2023
ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation Juntao Jiang Xiyu Chen Guanzhong Tian Yang Liu SSeg GNN 32 13 0 08 Jun 2023
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty Kaiwen Zhang Ziyang Gan Dong Liu X. Shang 46 0 0 07 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation Rui Sun Tao Lei Xiaogang Du Y. Wan Yong-quan Xia Asoke K. Nandi ViT MedIm 38 6 0 07 Jun 2023
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation Tao Lei Rui Sun Xuan Wang Yingbo Wang Xi He Asoke K. Nandi ViT MedIm 36 15 0 06 Jun 2023
Temporal-spatial Correlation Attention Network for Clinical Data Analysis in Intensive Care Unit Weizhi Nie Yu-Yi Yu Chen Zhang Dan Song Lina Zhao Yunru Bai 63 9 0 03 Jun 2023
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Qi Ye Li Guo 55 0 0 01 Jun 2023
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images Hongxu Jiang Muhammad Imran Preethika Muralidharan Anjali Patel J. Pensa ... J. DiBianco Liyilei Su Yuyin Zhou W. Brisbane Wei Shao 78 37 0 31 May 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 60 0 0 31 May 2023
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images Yanwen Li Luyang Luo Huangjing Lin Pheng-Ann Heng Hao Chen SupR SSeg MedIm 35 2 0 30 May 2023
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network Yinglin Zhang Ruiling Xi Huazhu Fu D. Towey Ruibin Bai Risa Higashita Jiang-Dong Liu 69 2 0 30 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 76 19 0 29 May 2023
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation P. Shi Xutao Guo Yanwu Yang Hanyang Peng H. T. Ma 57 5 0 25 May 2023
Multiresolution Feature Guidance Based Transformer for Anomaly Detection Shuting Yan Pingping Chen Honghui Chen Huan-hao Mao F. Chen Zhi-Long Lin ViT 85 4 0 24 May 2023
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection Huaqing He Li Lin Zhiyuan Cai Pujin Cheng Xiaoying Tang ViT MedIm 56 3 0 19 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 100 32 0 17 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 141 13 0 16 May 2023
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images Momina Liaqat Ali Zunaira Rauf Asifullah Khan A. Sohail Rafi Ullah Jeonghwan Gwak MedIm ViT 71 2 0 16 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 101 14 0 15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 100 0 14 May 2023
Salient Mask-Guided Vision Transformer for Fine-Grained Classification Dmitry Demidov M.H. Sharif Aliakbar Abdurahimov Hisham Cholakkal Fahad Shahbaz Khan 108 11 0 11 May 2023
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet Muhammad Noor Dwi Eldianto M. F. Rachmadi W. Jatmiko 22 1 0 06 May 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 89 159 0 05 May 2023
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation M. K. Dhar Taiyu Zhang Yash J. Patel Sandeep Gopalakrishnan Zeyun Yu MedIm FedML 84 25 0 04 May 2023
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features Yu An Dongnan Liu Weidong (Tom) Cai 71 4 0 04 May 2023