UNETR: Transformers for 3D Medical Image Segmentation

18 March 2021

Andriy Myronenko

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

50 / 588 papers shown

Title
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical Information Hongjun Zhu Jiaohang Huang Kuo Chen Xuehui Ying Ying Qian MedIm 13 1 0 18 Sep 2024
Automating proton PBS treatment planning for head and neck cancers using policy gradient-based deep reinforcement learning Qingqing Wang Chang Chang OffRL 16 0 0 17 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong-Er Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 23 0 0 17 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images Hualiang Wang Yiqun Lin Xinpeng Ding X. Li Mamba 47 2 0 13 Sep 2024
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging Daniel Capellán-Martín Zhifan Jiang Abhijeet Parida Xinyang Liu Van Lam ... Austin Tapp Sarah Elsharkawi María J. Ledesma-Carbayo Syed Muhammad Anwar M. Linguraru 31 3 0 12 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation Fuchen Zheng Quanjun Li Weixuan Li Xuhang Chen Yihang Dong Guoheng Huang Chi-Man Pun Shoujun Zhou MedIm 25 0 0 12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation Fuchen Zheng Xinyi Chen Xuhang Chen Haolun Li Xiaojiao Guo Guoheng Huang Chi-Man Pun Shoujun Zhou ViT MedIm 24 0 0 12 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation Aaron Cao Zongyu Li Jia Guo Andrew F. Laine Jia Guo Mamba 44 1 0 12 Sep 2024
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Assefa Seyoum Wahd B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Adam McArthur Jiechen Zhang Jacob L. Jaremko A. Hareendranathan VLM MedIm 40 1 0 10 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks Debjyoti Mondal Rahul Mishra Chandan Pandey 27 0 0 10 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation Quoc-Bao Nguyen-Le Tuan-Hy Le Anh-Triet Do Quoc-Huy Trinh ViT MedIm 32 0 0 09 Sep 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation Shehan Perera Yunus Erzurumlu Deepak Gulati Alper Yilmaz ViT MedIm 19 0 0 04 Sep 2024
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images Mazen Soufi Y. Otake Makoto Iwasa Keisuke Uemura Tomoki Hakotani ... Suzushi Kusano Masaki Takao S. Okada Nobuhiko Sugano Yoshinobu Sato 26 1 0 04 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality Yanfeng Zhou Lingrui Li Zichen Wang Guole Liu Ziwen Liu Ge Yang 18 1 0 02 Sep 2024
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis Wangang Cheng Guanghua He Keli Hu Mingyu Fang Liang Dong Zhong Li Hancan Zhu 36 0 0 02 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation Fuchen Zheng Xuhang Chen Weihuang Liu Haolun Li Yingtie Lei Jiahui He Chi-Man Pun Shounjun Zhou MedIm 29 11 0 31 Aug 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors Zhiqing Zhang Tianyong Liu Guojia Fan Bin Li Qianjin Feng Shoujun Zhou Mamba 29 1 0 28 Aug 2024
Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion Meng Zheng Benjamin Planche Zhongpai Gao Terrence Chen Richard J. Radke Ziyan Wu 32 0 0 26 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 32 3 0 26 Aug 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 39 0 0 25 Aug 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge Jun Ma Yao Zhang Song Gu Cheng Ge Ershuai Wang Qin Zhou Ziyan Huang Pengju Lyu Jian He Bo Wang 34 7 0 22 Aug 2024
Decoding the human brain tissue response to radiofrequency excitation using a biophysical-model-free deep MRI on a chip framework Dinor Nagar Moritz Zaiss Or Perlman MedIm 23 0 0 15 Aug 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Swaroop Vedula Vishal M. Patel VLM MedIm 35 4 0 12 Aug 2024
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning Xinrong Hu Dewen Zeng Yawen Wu Xueyang Li Yiyu Shi ViT MedIm 39 0 0 12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 40 3 0 11 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI Lei Zhou Yuzhong Zhang Jiadong Zhang Xuejun Qian Chen Gong ... Zhongxiang Ding Xing Wang Zhenhui Li Zaiyi Liu Dinggang Shen MedIm 33 5 0 11 Aug 2024
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation Kate Čevora Ben Glocker Wenjia Bai OOD 26 0 0 08 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Zhiling Yan Weixiang Sun Rong-Er Zhou Zhengqing Yuan Kai Zhang ... Tianming Liu Quanzheng Li Xiang Li Lifang He L. Sun VLM MedIm 35 11 0 06 Aug 2024
CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery Zilin Chen Shengnan Lu MedIm 21 2 0 04 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification C. Tommasino Cristiano Russo A. M. Rinaldi 41 0 0 03 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 34 66 0 01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation Asbjorn Munk Jakob Ambsdorf S. Llambias Mads Nielsen 30 4 0 01 Aug 2024
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Shengbo Tan Zeyu Zhang Ying Cai Daji Ergu Lin Wu Binbin Hu Pengzhang Yu Yang Zhao ViT MedIm 57 12 0 01 Aug 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer Sungmin Kang Jaeha Song Jihie Kim MedIm 34 2 0 01 Aug 2024
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation Shreyank N. Gowda David A. Clifton MedIm 31 1 0 31 Jul 2024
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation Shiyuan Chen Zihao Zhao Jiawei Huang Yingfeng Cai Runqi Meng Wei Sui Dinggang Shen VLM 19 3 0 31 Jul 2024
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation Zunaira Rauf Abdul Rehman Khan Asifullah Khan MedIm ViT 34 0 0 27 Jul 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation Xiao Liu Peng Gao Tao Yu Fei-Yue Wang Ruyue Yuan MedIm ViT 25 14 0 25 Jul 2024
Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates Arnisha Khondaker Nilanjan Ray 14 0 0 23 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 29 1 0 23 Jul 2024
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation Weiping Ding Sheng Geng Haipeng Wang Jiashuang Huang Tianyi Zhou MedIm 40 4 0 22 Jul 2024
Frontiers of Deep Learning: From Novel Application to Real-World Deployment Rui Xie VLM 35 1 0 19 Jul 2024
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention Xiaoya Tang Bodong Zhang Beatrice S. Knudsen Tolga Tasdizen ViT MedIm 42 1 0 18 Jul 2024
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Guanghua He Wangang Cheng Hancan Zhu Gaohang Yu 29 1 0 16 Jul 2024
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation Lin Zhang Wenbo Gao Jie Yi Yunyun Yang 38 0 0 14 Jul 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks Stefan M. Fischer Lina Felsner Richard Osuala Johannes Kiechle Daniel M. Lang J. Peeken Julia A. Schnabel 32 3 0 10 Jul 2024
Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction Yumin Kim Gayoon Choi Seong Jae Hwang 37 0 0 10 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 34 2 0 10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 36 9 0 10 Jul 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy Praveenbalaji Rajendran Yong Yang Thomas R. Niedermayr Michael Gensheimer Beth Beadle Quynh Le Lei Xing Xianjin Dai 35 2 0 10 Jul 2024