Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

4 January 2022

Papers citing "Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images"

50 / 423 papers shown

Title
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning Amir Rasoulian Soorena Salari Yiming Xiao 38 8 0 11 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 78 35 0 10 Apr 2023
Transformer Utilization in Medical Image Segmentation Networks Saikat Roy Gregor Koehler Michael Baumgartner Constantin Ulrich Jens Petersen Fabian Isensee Klaus Maier-Hein ViT MedIm 48 2 0 09 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 57 23 0 01 Apr 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation Julio Silva-Rodríguez Jose Dolz Ismail Ben Ayed 203 14 0 29 Mar 2023
Label-Free Liver Tumor Segmentation Qixing Hu Yixiong Chen Junfei Xiao Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou VLM 59 60 0 27 Mar 2023
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation Ye Zhu Jie Yang Sichen Liu Ruimao Zhang 73 3 0 24 Mar 2023
Few Shot Medical Image Segmentation with Cross Attention Transformer Yi Lin Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 127 21 0 24 Mar 2023
The Multiscale Surface Vision Transformer Simon Dahan Logan Z. J. Williams Daniel Rueckert E. C. Robinson MedIm ViT 78 5 0 21 Mar 2023
Convolutions, Transformers, and their Ensembles for the Segmentation of Organs at Risk in Radiation Treatment of Cervical Cancer Vangelis Kostoulas Peter A. N. Bosman Tanja Alderliesten UQCV 34 1 0 20 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 68 9 0 18 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation Zhaohu Xing Liang Wan Huazhu Fu Guang Yang Lei Zhu MedIm 63 53 0 18 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Fabian Isensee Paul F. Jaeger Klaus Maier-Hein ViT MedIm 101 158 0 17 Mar 2023
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation Sharif Amit Kamran Khondker Fariha Hossain Alireza Tavakkoli Salah A. Baker S. Zuckerbrod ViT MedIm 78 1 0 16 Mar 2023
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation Ho Hin Lee Quan Liu Shunxing Bao Qi Yang Xin Yu L. Cai Thomas Z. Li Yuankai Huo X. Koutsoukos Bennett A. Landman 62 14 0 10 Mar 2023
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability Amir Sadikov Xinlei Pan Hannah L Choi Lanya T. Cai P. Mukherjee DiffM MedIm 58 2 0 10 Mar 2023
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI Jiacheng Wang Hao Li Han Liu Dewei Hu Daiwei Lu K. Yoon Kelsey M. Barter F. Bagnato I. Oguz 50 2 0 09 Mar 2023
Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT Bo Zhou Yingda Xia Jiawen Yao Le Lu Jingren Zhou Chi Liu James S. Duncan Ling Zhang MedIm 93 1 0 02 Mar 2023
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation Shaoyan Pan Shao-Yuan Lo M. Huang Chaoqiong Ma Jacob F. Wynne Tonghe Wang Tian Liu Xiaofeng Yang OOD MedIm 64 3 0 25 Feb 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images Gary Y. Li Junyu Chen Se-In Jang Kuang Gong Quanzheng Li ViT MedIm 87 14 0 08 Feb 2023
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans Jieneng Chen Yingda Xia Jiawen Yao K. Yan Jianpeng Zhang ... Xin Chen Jingren Zhou Alan Yuille Zai-De Liu Ling Zhang ViT MedIm 67 15 0 28 Jan 2023
TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 117 6 0 25 Jan 2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer Junde Wu Rao Fu Huihui Fang Min Xu Yu Zhang Yanwu Xu DiffM MedIm 113 174 0 19 Jan 2023
An atrium segmentation network with location guidance and siamese adjustment Yu Xie Zhiyong Zhang Shaolong Chen Changzhen Qiu 3DPC MedIm 48 0 0 11 Jan 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 114 187 0 09 Jan 2023
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation Ye Li Junyu Chen Se-In Jang Kuang Gong Quanzheng Li ViT MedIm 53 1 0 21 Dec 2022
Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis Firas Khader Gustav Mueller-Franzes Tian Wang T. Han Soroosh Tayebi Arasteh ... Keno Bressem Christiane Kuhl S. Nebelung Jakob Nikolas Kather Daniel Truhn 32 6 0 18 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation Abdelrahman M. Shaker Muhammad Maaz H. Rasheed Salman Khan Ming-Hsuan Yang Fahad Shahbaz Khan MedIm 132 159 0 08 Dec 2022
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy Gihun Lee Sangmook Kim Joonkee Kim Se-Young Yun MedIm 63 20 0 07 Dec 2022
Solving the Weather4cast Challenge via Visual Transformers for 3D Images Yury Belousov Sergey Polezhaev Brian Pulfer 100 3 0 05 Dec 2022
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 117 318 0 27 Nov 2022
Data Augmentation Vision Transformer for Fine-grained Image Classification Chao Hu Liqiang Zhu Weibin Qiu Weijie Wu ViT 71 3 0 23 Nov 2022
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT X. Hua Z. Du Hongjian Yu Ji-Xian Ma Fanjun Zheng Cheng Zhang Qiao-Ling Lu H Zhao MedIm 46 1 0 14 Nov 2022
Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation Abhishek Srivastava Debesh Jha B. Aydogan Mohamed E.Abazeed Ulas Bagci 54 3 0 29 Oct 2022
Synthetic Tumors Make AI Segment Tumors Better Qixing Hu Junfei Xiao Yixiong Chen Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou MedIm 65 11 0 26 Oct 2022
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance Hongyi Wang Lanfen Lin Hongjie Hu Qingqing Chen Yinhao Li Yutaro Iwamoto X. Han Yen-Wei Chen Ruofeng Tong 3DV 52 1 0 26 Oct 2022
Improved automated lesion segmentation in whole-body FDG/PET-CT via Test-Time Augmentation Sepideh Amiri Bulat Ibragimov OOD 23 2 0 14 Oct 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 110 90 0 05 Oct 2022
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation Ho Hin Lee Shunxing Bao Yuankai Huo Bennett A. Landman OOD MedIm 155 143 0 29 Sep 2022
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation Justin Sonneck Jianxu Chen VLM MedIm 89 5 0 06 Sep 2022
Multi-task Swin Transformer for Motion Artifacts Classification and Cardiac Magnetic Resonance Image Segmentation Michal K. Grzeszczyk Szymon Płotka Arkadiusz Sitek MedIm 44 1 0 06 Sep 2022
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier Lars Heiliger Zdravko Marinov Max Hasin André Ferreira Jana Fragemann ... D. Kersting Victor Alves Rainer Stiefelhagen Jan Egger Jens Kleesiek 44 9 0 02 Sep 2022
Swin-transformer-yolov5 For Real-time Wine Grape Bunch Detection Shenglian Lu Xiaoyu Liu Zixaun He Wenbo Liu Xin Zhang Manoj Karkee 75 40 0 30 Aug 2022
Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation H. Roth Ali Hatamizadeh Ziyue Xu Can Zhao Wenqi Li Andriy Myronenko Daguang Xu FedML 75 9 0 22 Aug 2022
PARSE challenge 2022: Pulmonary Arteries Segmentation using Swin U-Net Transformer(Swin UNETR) and U-Net Akansh Maurya K. D. Patil Rohan Padhy Kalluri Ramakrishna Ganapathy Krishnamurthi MedIm 31 3 0 20 Aug 2022
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation Abhishek Srivastava Debesh Jha Elif Keles B. Aydogan M. Abazeed Ulas Bagci MedIm 49 6 0 15 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 77 66 0 13 Aug 2022
Shifted Windows Transformers for Medical Image Quality Assessment Caner Ozer Arda Güler A. Cansever D. Alis E. Karaarslan Ilkay Oksuz ViT MedIm 42 3 0 11 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 112 33 0 08 Aug 2022
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume Weiming Dai Zi-Ke Zhang L. Tian Shengyuan Yu Shuhui Wang Zhao Dong Hairong Zheng MedIm 53 2 0 05 Aug 2022