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
Ethical Framework for Responsible Foundational Models in Medical Imaging Abhijit Das Debesh Jha Jasmer Sanjotra Onkar Susladkar Suramyaa Sarkar A. Rauniyar Nikhil Tomar Vanshali Sharma Ulas Bagci MedIm 77 0 0 14 Apr 2024
ViM-UNet: Vision Mamba for Biomedical Segmentation Anwai Archit Constantin Pape Mamba 28 9 0 11 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 28 0 0 11 Apr 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 55 3 0 07 Apr 2024
Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images JungEun Kim Hangyul Yoon Geondo Park Kyungsu Kim Eunho Yang 27 4 0 01 Apr 2024
NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields Muhammad Zubair Irshad Sergey Zakahrov Vitor Campagnolo Guizilini Adrien Gaidon Z. Kira Rares Ambrus ViT 39 12 0 01 Apr 2024
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT) Wen Sheng Zhong Zheng Jiajun Liu Han Lu Hanyuan Zhang Zhengyong Jiang Zhihong Zhang Daoping Zhu ViT 58 0 0 30 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 36 8 0 29 Mar 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 30 45 0 29 Mar 2024
$A multi-stage semi-supervised learning for ankle fracture classification on CT images$ A multi-stage semi-supervised learning for ankle fracture classification on CT images Hongzhi Liu Guicheng Li Jiacheng Nie Hui Tang Chun-Hsien Yang Qianjin Feng Hailin Xu Yang Chen MedIm 25 0 0 29 Mar 2024
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets Tianyi Liu Zhaorui Tan Kaizhu Huang Haochuan Jiang 27 0 0 28 Mar 2024
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images Jinpeng Lu Jingyun Chen Linghan Cai Songhan Jiang Yongbing Zhang 27 1 0 27 Mar 2024
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation Hao Tang Lianglun Cheng Guoheng Huang Zhengguang Tan Junhao Lu Kaihong Wu Mamba 45 10 0 26 Mar 2024
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 52 8 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 38 9 0 25 Mar 2024
Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model using 3D Whole-body CT Scans Heng Guo Jianfeng Zhang Jiaxing Huang Tony C. W. Mok Dazhou Guo Ke Yan Le Lu Dakai Jin Minfeng Xu MedIm 24 5 0 22 Mar 2024
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation Bin Xie Hao Tang Bin Duan Dawen Cai Yan Yan Gady Agam VLM MedIm 23 0 0 21 Mar 2024
Diversified and Personalized Multi-rater Medical Image Segmentation Yicheng Wu Xiangde Luo Zhe Xu Xiaoqing Guo Lie Ju Zongyuan Ge Wenjun Liao Jianfei Cai 38 3 0 20 Mar 2024
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts Xian Lin Yangyang Xiang Zhehao Wang Kwang-Ting Cheng Zengqiang Yan Li Yu VLM MedIm 27 0 0 20 Mar 2024
Generative Enhancement for 3D Medical Images Lingting Zhu Noel Codella Dongdong Chen Zhenchao Jin Lu Yuan Lequan Yu DiffM MedIm 42 10 0 19 Mar 2024
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Jin Yang Peijie Qiu Yichi Zhang Daniel S. Marcus Aristeidis Sotiras MedIm 36 9 0 15 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 22 7 0 14 Mar 2024
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Jinhong Wang Jintai Chen D. Z. Chen Jian Wu Mamba 43 20 0 12 Mar 2024
From Pixel to Cancer: Cellular Automata in Computed Tomography Yuxiang Lai Xiaoxi Chen Angtian Wang Alan L. Yuille Zongwei Zhou MedIm 48 11 0 11 Mar 2024
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation Hairong Shi Songhao Han Shaofei Huang Yue Liao Guanbin Li Xiangxing Kong Hua Zhu Xiaomu Wang Si Liu MedIm 27 3 0 09 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 43 65 0 08 Mar 2024
Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models Qiuhui Chen Huping Ye Yi Hong MedIm 38 1 0 08 Mar 2024
Redefining cystoscopy with ai: bladder cancer diagnosis using an efficient hybrid cnn-transformer model Meryem Amaouche Ouassim Karrakchou Mounir Ghogho A. Ghazzaly Mohamed Alami Ahmed Ameur MedIm 39 0 0 06 Mar 2024
MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition Yufan Chen Ching Ting Leung Yong Huang Jianwei Sun Hao Chen Hanyu Gao ViT 24 6 0 06 Mar 2024
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning Zhaoxin Fan Runmin Jiang Junhao Wu Xin Huang Tianyang Wang Heng Huang Min Xu 27 2 0 05 Mar 2024
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation Zhongzhen Huang Linda Wei Shaoting Zhang Xiaofan Zhang 31 0 0 04 Mar 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation Ruining Deng Quan Liu Can Cui Tianyuan Yao Jialin Yue ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 27 8 0 29 Feb 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation Hanan Gani Muzammal Naseer Fahad Khan Salman Khan 26 0 0 27 Feb 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 31 0 0 23 Feb 2024
Overcoming Dimensional Collapse in Self-supervised Contrastive Learning for Medical Image Segmentation Jamshid Hassanpour V. Srivastav Didier Mutter N. Padoy SSL 47 2 0 22 Feb 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 21 28 0 16 Feb 2024
Learning Low-Rank Feature for Thorax Disease Classification Rajeev Goel Utkarsh Nath Yancheng Wang Alvin C. Silva Teresa Wu Yingzhen Yang 22 0 0 14 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 22 0 11 Feb 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 89 56 0 08 Feb 2024
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Ziyang Wang Jian-Qing Zheng Yichi Zhang Ge Cui Lei Li Mamba 30 124 0 07 Feb 2024
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation Pengyu Dai Yafei Ou Yang Liu Yue Zhao 14 0 0 07 Feb 2024
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation Nishchal Sapkota Yejia Zhang S. M. Perrine Yuhan Hsi Sirui Li ... Greg Holmes Abdul-Rauf Abdulai E. Jabs J. Richtsmeier Danny Z Chen MedIm 13 2 0 06 Feb 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Haifan Gong Luoyao Kang Yitao Wang Xiang Wan Haofeng Li Mamba 25 33 0 05 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 48 143 0 05 Feb 2024
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Arash Harirpoush Amir Rasoulian Marta Kersten-Oertel Yiming Xiao 3DV 6 0 0 05 Feb 2024
An end-to-end deep learning pipeline to derive blood input with partial volume corrections for automated parametric brain PET mapping Rugved Chavan Gabriel Hyman Zoraiz Qureshi Nivetha Jayakumar William Terrell ... Nathan Fountain T. Muttikkal Mark Quigg Miaomiao Zhang Bijoy Kundu MedIm 11 1 0 05 Feb 2024
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Zihan Li Yuan Zheng Dandan Shan Shuzhou Yang Qingde Li Beizhan Wang Yuan-ting Zhang Qingqi Hong Dinggang Shen ViT MedIm 24 39 0 03 Feb 2024
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation Zhaohu Xing Tian-Chun Ye Yijun Yang Guang Liu Lei Zhu Mamba 37 191 0 24 Jan 2024
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang Xiu-Ling Liu Zeng-Guang Hou MedIm 36 1 0 22 Jan 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Rekha Singhal Ulas Bagci 33 3 0 18 Jan 2024