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
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation B. K. Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re D. Comaniciu Eli Gibson Andreas K. Maier ViT MedIm 26 0 0 13 May 2025
DFEN: Dual Feature Equalization Network for Medical Image Segmentation Jianjian Yin Yi Chen C. Li Zhichao Zheng Yanhui Gu Junsheng Zhou MedIm 27 0 0 09 May 2025
GaMNet: A Hybrid Network with Gabor Fusion and NMamba for Efficient 3D Glioma Segmentation Chengwei Ye H. Zhang Yufei Lin Kangsheng Wang Linuo Xu Shuyan Liu MedIm 120 0 0 08 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 33 0 0 06 May 2025
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu N. Konz Maciej Mazurowski MedIm VLM 38 0 0 03 May 2025
Automated segmenta-on of pediatric neuroblastoma on mul--modal MRI: Results of the SPPIN challenge at MICCAI 2023 M.A.D. Buser D.C. Simons M. Fitski M.H.W.A. Wijnen A.S. Littooij ... M.R. Aizenberg B.H.M. van der Velden H. Kuijf A. De Luca A.F.W. van der Steeg 28 0 0 01 May 2025
Multimodal Masked Autoencoder Pre-training for 3D MRI-Based Brain Tumor Analysis with Missing Modalities Lucas Robinet Ahmad Berjaoui Elizabeth Cohen-Jonathan Moyal 23 0 0 01 May 2025
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image Zexin Ji Beiji Zou Xiaoyan Kui Hua Li P. Vera S. Ruan Mamba 49 0 0 30 Apr 2025
RadSAM: Segmenting 3D radiological images with a 2D promptable model Julien Khlaut Elodie Ferreres Daniel Tordjman Hélène Philippe Tom Boeken Pierre Manceron Corentin Dancette MedIm VLM 52 0 0 29 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 Z. Wang Mohan Qin Y. Liu Guangming Ni 3DH 46 0 0 24 Apr 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 60 0 0 23 Apr 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 24 0 0 18 Apr 2025
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis Numan Saeed Shahad Hardan Muhammad Ridzuan Nada Saadi Karthik Nandakumar Mohammad Yaqub MedIm 124 0 0 18 Apr 2025
Uncertainty-Guided Coarse-to-Fine Tumor Segmentation with Anatomy-Aware Post-Processing I. Isler David Mohaisen C. Lisle D. Turgut Ulas Bagci 26 0 0 16 Apr 2025
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation Justin Namuk Kim Yiqiao Liu R. Soans Keith Persson Sarah Halek M. Tomaszewski Jianda Yuan G. Goldmacher Antong Chen Mamba 110 0 0 13 Apr 2025
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention Yonghao Huang Leiting Chen Chuan Zhou ViT MedIm 26 0 0 12 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 26 0 0 09 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 31 0 0 08 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 24 0 0 06 Apr 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation Maregu Assefa Muzammal Naseer I. I. Ganapathi Syed Sadaf Ali Mohamed L Seghier N. Werghi 22 0 0 06 Apr 2025
Mapping at First Sense: A Lightweight Neural Network-Based Indoor Structures Prediction Method for Robot Autonomous Exploration Haojia Gao Haohua Que Kunrong Li Weihao Shan Mingkai Liu Rong Zhao Lei Mu Xinghua Yang Qi Wei Fei Qiao 21 0 0 05 Apr 2025
Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 34 0 0 04 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 37 0 0 04 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 107 0 0 04 Apr 2025
STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation Dandan Shan Zihan Li Yunxiang Li Qingde Li Jie Tian Qingqi Hong MedIm 33 0 0 02 Apr 2025
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation Md. Mahfuz Al Hasan Mahdi Zaman Abdul Jawad A. Santamaría-Pang Ho Hin Lee ... Md Shah Imran Antika Roy Y. P. Fallah Navid Asadizanjani Reza Forghani MedIm 37 0 0 31 Mar 2025
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Rafi Ibn Sultan Hui Zhu Chengyin Li Dongxiao Zhu 50 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 46 0 0 28 Mar 2025
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion Segmentation Muyi Bao Shuchang Lyu Zhaoyang Xu Qi Zhao Changyu Zeng Wenpei Bai Guangliang Cheng Mamba 53 0 0 25 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 59 0 0 21 Mar 2025
SALT: Singular Value Adaptation with Low-Rank Transformation Abdelrahman Elsayed Sarim Hashmi Mohammed Elseiagy Hu Wang Mohammad Yaqub Ibrahim Almakky OOD 43 0 0 20 Mar 2025
RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT Yuheng Li Mingzhe Hu Richard L. J. Qiu Maria Thor Andre Williams Deborah Marshall Xiaofeng Yang MedIm 67 0 0 18 Mar 2025
AI-Powered Automated Model Construction for Patient-Specific CFD Simulations of Aortic Flows P. Du Delin An Chaoli Wang Jian-Xun Wang MedIm AI4CE 48 1 0 16 Mar 2025
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models Yuchen Mao Hongwei Bran Li Yinyi Lai G. Papanastasiou Peng Qi Yunjie Yang Chengjia Wang VLM 47 1 0 10 Mar 2025
Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation X. Wang Yifang Wang Senwei Liang Feilong Tang Chengzhi Liu Ming Hu Chao Hu Junjun He Zongyuan Ge Imran Razzak 62 0 0 07 Mar 2025
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation Zhenxuan Zhang Hongjie Wu Jiahao Huang Baihong Xie Zhifan Gao Junxian Du Pete Lally Guang Yang 55 0 0 07 Mar 2025
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 42 1 0 06 Mar 2025
COMMA: Coordinate-aware Modulated Mamba Network for 3D Dispersed Vessel Segmentation Gen Shi Hui Zhang Jie Tian Mamba 66 0 0 04 Mar 2025
Federated nnU-Net for Privacy-Preserving Medical Image Segmentation Grzegorz Skorupko Fotios Avgoustidis Carlos Martín-Isla Lidia Garrucho Dimitri A. Kessler ... Katarzyna Gwo'zdziewicz Xavier Bargalló Paulius Jaruševičius Kaisar Kushibar Karim Lekadir FedML 96 0 0 04 Mar 2025
Developing a PET/CT Foundation Model for Cross-Modal Anatomical and Functional Imaging Y. Oh Robert Seifert Yihan Cao Christoph Clement Justin Ferdinandus ... X. Li P. Heidari Axel Rominger Kuangyu Shi Quanzheng Li ViT MedIm 36 0 0 04 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 42 1 0 03 Mar 2025
Boundary-Emphasized Weight Maps for Distal Airway Segmentation Ali Keshavarzi Elsa Angelini 29 0 0 28 Feb 2025
A Lightweight and Extensible Cell Segmentation and Classification Model for Whole Slide Images N. Shvetsov T. Kilvaer M. Tafavvoghi Anders Sildnes Kajsa Møllersen Lill-ToveRasmussen Busund L. A. Bongo VLM 66 1 0 26 Feb 2025
VesselSAM: Leveraging SAM for Aortic Vessel Segmentation with LoRA and Atrous Attention Adnan Iltaf Rayan Merghani Ahmed Bin Li Bin Li Shoujun Zhou 50 0 0 25 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 56 43 0 24 Feb 2025
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRI Georgii Kolokolnikov Marie-Lena Schmalhofer Lennart Well Said Farschtschi Victor-Felix Mautner Inka Ristow Rene Werner AI4CE 40 0 0 24 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 37 0 0 24 Feb 2025
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review Devanish N. Kamtam Joseph B. Shrager Satya Deepya Malla Nicole Lin Juan J. Cardona Jake J. Kim Clarence Hu 41 1 0 23 Feb 2025
Clinical Inspired MRI Lesion Segmentation Lijun Yan Churan Wang Fangwei Zhong Yizhou Wang 51 1 0 22 Feb 2025
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation Qihang Xie Mengguo Guo Lei Mou Dan Zhang Da Chen Caifeng Shan Yitian Zhao Ruisheng Su Jiong Zhang 109 1 0 21 Feb 2025