UNETR: Transformers for 3D Medical Image Segmentation

18 March 2021

Andriy Myronenko

Papers citing "UNETR: Transformers for 3D Medical Image Segmentation"

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Title
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI Jiasong Chen Linchen Qian Linhai Ma Timur Urakov Weiyong Gu Liang Liang MedIm 37 4 0 17 Jan 2024
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jiahui Zhong Wenhong Tian Yuanlun Xie Zhijia Liu Jie Ou Taoran Tian Lei Zhang 20 6 0 15 Jan 2024
An automated framework for brain vessel centerline extraction from CTA images Sijie Liu Ruisheng Su Jianghang Su J. Xin Jiayi Wu ... P. van Doormaal A. van der Lugt W. Niessen Nanning Zheng T. van Walsum 19 1 0 13 Jan 2024
Leveraging Frequency Domain Learning in 3D Vessel Segmentation Xinyuan Wang C. Pan Hongming Dai Gangming Zhao Jinpeng Li Xiao Zhang Yizhou Yu 20 0 0 11 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 80 330 0 09 Jan 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 22 4 0 08 Jan 2024
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation Chuyun Shen Wenhao Li Haoqing Chen Xiaoling Wang Fengping Zhu Yuxin Li Xiangfeng Wang Bo Jin 38 3 0 05 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 27 6 0 01 Jan 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering Haili Ye Xiaoqing Zhang Yan Hu Huazhu Fu Jiang-Dong Liu 35 4 0 20 Dec 2023
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
Faster Diffusion: Rethinking the Role of UNet Encoder in Diffusion Models Senmao Li Taihang Hu Fahad Shahbaz Khan Linxuan Li Shiqi Yang Yaxing Wang Ming-Ming Cheng Jian Yang DiffM 26 1 0 15 Dec 2023
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 51 13 0 14 Dec 2023
TABSurfer: a Hybrid Deep Learning Architecture for Subcortical Segmentation Aaron Cao Vishwanatha M. Rao Kejia Liu Xinru Liu Andrew F. Laine Jia Guo MedIm 23 1 0 13 Dec 2023
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation Mu Tian Qin Yang Yi Gao MedIm 21 0 0 11 Dec 2023
U-MixFormer: UNet-like Transformer with Mix-Attention for Efficient Semantic Segmentation Seul-Ki Yeom Julian von Klitzing ViT 18 6 0 11 Dec 2023
ProsDectNet: Bridging the Gap in Prostate Cancer Detection via Transrectal B-mode Ultrasound Imaging Sulaiman Vesal Indrani Bhattacharya Hassan Jahanandish Xinran Li Zachary Kornberg ... Elijah Sommer Moonhyung Choi Richard E. Fan G. Sonn M. Rusu MedIm 17 3 0 08 Dec 2023
A Recent Survey of Vision Transformers for Medical Image Segmentation Asifullah Khan Zunaira Rauf Abdul Rehman Khan Saima Rathore Dr. Saddam Hussain Khan ... Suleman Qamar Umme Hani Asif Faiza Babar Khan A. Majid Jeonghwan Gwak ViT MedIm 41 16 0 01 Dec 2023
Continual Self-supervised Learning: Towards Universal Multi-modal Medical Data Representation Learning Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Qi Wu Yong-quan Xia CLL 34 14 0 29 Nov 2023
Precipitation Nowcasting With Spatial And Temporal Transfer Learning Using Swin-UNETR Ajitabh Kumar 8 1 0 29 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 17 4 0 28 Nov 2023
I-MedSAM: Implicit Medical Image Segmentation with Segment Anything Xiaobao Wei Jiajun Cao Yizhu Jin Ming Lu Guangyu Wang Shanghang Zhang VLM 37 10 0 28 Nov 2023
View it like a radiologist: Shifted windows for deep learning augmentation of CT images E. A. Østmo Kristoffer Wickstrøm Keyur Radiya Michael C. Kampffmeyer Robert Jenssen OOD MedIm 36 0 0 25 Nov 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 32 1 0 24 Nov 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo-Lu Zhao VLM 28 38 0 22 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 29 18 0 19 Nov 2023
TransONet: Automatic Segmentation of Vasculature in Computed Tomographic Angiograms Using Deep Learning Alireza Bagheri Rajeoni Breanna Pederson Ali Firooz Hamed Abdollahi Andrew K. Smith Daniel G. Clair S. Lessner H. Valafar 20 0 0 17 Nov 2023
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRI Paula Ramirez Gilliland A. Uus Milou P. M. van Poppel I. Grigorescu J. Steinweg David F. A. Lloyd K. Pushparajah Andrew P. King Maria Deprez 23 1 0 13 Nov 2023
Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments Kuancheng Wang Hai Siong Tan R. Mcbeth 17 2 0 11 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 26 3 0 08 Nov 2023
LLM-driven Multimodal Target Volume Contouring in Radiation Oncology Y. Oh Sangjoon Park H. Byun Yeona Cho Ik-jae Lee Jin Sung Kim Jong Chul Ye 22 20 0 03 Nov 2023
Hybrid-Fusion Transformer for Multisequence MRI Jihoon Cho Jinah Park MedIm ViT 26 6 0 02 Nov 2023
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation Xiaohua Jiang Yihao Guo Jian Huang Yuting Wu Meiyi Luo ... Xingru Huang Hong He Shaowei Jiang Jing Ye Mang Xiao 11 0 0 01 Nov 2023
Muscle volume quantification: guiding transformers with anatomical priors Louise Piecuch Vanessa Gonzales Duque A. Sarcher Enzo Hollville A. Nordez G. Rabita G. Guilhem Diana Mateus ViT MedIm 11 3 0 31 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 19 0 0 28 Oct 2023
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data Taehyo Kim Hai Shu Qiran Jia Mony de Leon 13 0 0 20 Oct 2023
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 24 8 0 16 Oct 2023
Tackling Heterogeneity in Medical Federated learning via Vision Transformers Erfan Darzi Yiqing Shen Yangming Ou N. Sijtsema P. V. Ooijen MedIm FedML 21 0 0 13 Oct 2023
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Lee Jollans Mariana Bustamante L. Henriksson Anders Persson T. Ebbers MedIm ViT 28 0 0 13 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 22 0 0 10 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 31 2 0 09 Oct 2023
TransCC: Transformer Network for Coronary Artery CCTA Segmentation Chenchu Xu Meng Li Xue Wu ViT MedIm 17 1 0 07 Oct 2023
Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning Yinda Chen Wei Huang Shenglong Zhou Qi Chen Zhiwei Xiong 28 25 0 06 Oct 2023
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator Ken C. L. Wong Hongzhi Wang T. Syeda-Mahmood 25 0 0 05 Oct 2023
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation Ken C. L. Wong Hongzhi Wang T. Syeda-Mahmood 18 1 0 05 Oct 2023
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic Segmentation Yahia Dalbah Jean Lahoud Hisham Cholakkal 16 7 0 03 Oct 2023
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Ho Hin Lee Quan Liu Qi Yang Xin Yu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 17 2 0 30 Sep 2023
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words Yu Bao Srinivasan Sivanandan Theofanis Karaletsos ViT 19 23 0 28 Sep 2023
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction M. Shakya Bishesh Khanal 14 1 0 24 Sep 2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography Rabin Adhikari Manish Dhakal Safal Thapaliya K. Poudel Prasiddha Bhandari Bishesh Khanal 15 7 0 22 Sep 2023