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
FP-PET: Large Model, Multiple Loss And Focused Practice Yixin Chen Ourui Fu Wenrui Shao Zhaoheng Xie 34 0 0 22 Sep 2023
More complex encoder is not all you need Weibin Yang Longwei Xu Pengwei Wang Dehua Geng Yusong Li Mingyuan Xu Zhiqi Dong MedIm 31 2 0 20 Sep 2023
Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage Reza Kakavand Mehrdad Palizi Peyman Tahghighi Reza Ahmadi Neha Gianchandani S. Adeeb Roberto Souza W. B. Edwards Amin Komeili 30 5 0 18 Sep 2023
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation Malo de Boisredon Eugene Vorontsov W. Le Samuel Kadoury MedIm ViT 83 2 0 17 Sep 2023
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation Zhiqing Zhang Guojia Fan Tianyong Liu Nan Li Yuyang Liu Ziyu Liu Canwei Dong Shoujun Zhou DiffM MedIm 47 0 0 12 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 142 45 0 07 Sep 2023
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations Shaoyan Pan Yiqiao Liu Sarah Halek M. Tomaszewski Shubing Wang R. Baumgartner Jianda Yuan G. Goldmacher Antong Chen MedIm 54 1 0 04 Sep 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design Dominik Engel Leon Sick Timo Ropinski ViT 77 0 0 04 Sep 2023
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Reza Azad Leon Niggemeier Michael Huttemann Amirhossein Kazerouni Ehsan Khodapanah Aghdam Yury Velichko Ulas Bagci Dorit Merhof MedIm 99 69 0 31 Aug 2023
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders Khaled Alrfou Tian Zhao Amir Kordijazi ViT 58 4 0 26 Aug 2023
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Biao Wu Yutong Xie Zeyu Zhang Jinchao Ge K. Yaxley Suzan Bahadir Qi Wu Yifan Liu Minh-Son To 100 32 0 22 Aug 2023
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR Soorena Salari Amir Rasoulian H. Rivaz Yiming Xiao OOD 23 0 0 21 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 76 1 0 17 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 81 8 0 14 Aug 2023
Automated ensemble method for pediatric brain tumor segmentation Shashidhar Reddy Javaji Sovesh Mohapatra Advait Gosai G. Schlaug 53 0 0 14 Aug 2023
CATS v2: Hybrid encoders for robust medical segmentation Hao Li Han Liu Dewei Hu Xing Yao Jiacheng Wang I. Oguz MedIm ViT 85 2 0 11 Aug 2023
Masked Diffusion as Self-supervised Representation Learner Zixuan Pan Jianxu Chen Yi Shi MedIm DiffM 77 10 0 10 Aug 2023
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation M. Woodland Nihil Patel Mais Al Taie J. Yung Tucker Netherton Ankit B. Patel Kristy K. Brock OOD 77 6 0 07 Aug 2023
Multi-scale Alternated Attention Transformer for Generalized Stereo Matching Wei Miao Hong Zhao Tom Tongjia Chen Wei Huang Changyan Xiao ViT 47 0 0 06 Aug 2023
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet Amir Rasoulian Arash Harirpoush Soorena Salari Yiming Xiao 57 1 0 06 Aug 2023
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation Yafei Zhang Zhiyuan Li Huafeng Li Dapeng Tao 59 1 0 22 Jul 2023
Reverse Knowledge Distillation: Training a Large Model using a Small One for Retinal Image Matching on Limited Data Sahar Almahfouz Nasser N. Gupte A. Sethi MedIm 63 13 0 20 Jul 2023
SwiFT: Swin 4D fMRI Transformer P. Y. Kim Junbeom Kwon Sunghwan Joo Sang-Peel Bae Donggyu Lee Yoonho Jung Shinjae Yoo Jiook Cha Taesup Moon MedIm 87 24 0 12 Jul 2023
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images Yishan Zhong Mengqiu Xu Kongming Liang Kaixin Chen Ming Wu 63 20 0 08 Jul 2023
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images Ao Cheng Guoqiang Zhao Lirong Wang Ruobing Zhang 51 3 0 05 Jul 2023
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT Jianhai Zhang Tonghua Wan Ethan MacDonald B. Menon A. Ganesh Qiu Wu DiffM MedIm 57 1 0 04 Jul 2023
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train Zhao Wang Chang Liu Shaoting Zhang Qi Dou MedIm 124 68 0 29 Jun 2023
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Fabian Horst Moritz Rempe Lukas Heine C. Seibold J. Keyl ... S. Ugurel J. Siveke Barbara Grünwald Jan Egger Jens Kleesiek MedIm ViT 87 110 0 27 Jun 2023
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Xinrong Hu Xiaowei Xu Yi Shi VLM MedIm 50 64 0 23 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 81 1 0 15 Jun 2023
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers Hanxi Li Jing Wu Lin Yuanbo Wu Hao Chen Deyin Liu Mingwen Wang Peng Wang ViT 106 4 0 06 Jun 2023
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation Yunhe Gao Zhuowei Li Di Liu Mu Zhou Shaoting Zhang Dimitris N. Metaxas MedIm 98 13 0 04 Jun 2023
Multi-Contrast Computed Tomography Atlas of Healthy Pancreas Yinchi Zhou Ho Hin Lee Yucheng Tang Xin Yu Qi Yang Shunxing Bao J. Spraggins Yuankai Huo Bennett A. Landman 40 2 0 02 Jun 2023
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation Yixiao Zhang Xinyi Li Huimiao Chen Alan Yuille Yaoyao Liu Zongwei Zhou CLL 102 36 0 01 Jun 2023
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Qi Ye Li Guo 53 0 0 01 Jun 2023
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images Yanwen Li Luyang Luo Huangjing Lin Pheng-Ann Heng Hao Chen SupR SSeg MedIm 35 2 0 30 May 2023
Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer Numan Saeed Muhammad Ridzuan Roba Al Majzoub Mohammad Yaqub VLM MedIm 72 3 0 30 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 76 19 0 29 May 2023
Deep Variational Lesion-Deficit Mapping Guilherme Pombo Robert J. Gray Amy Nelson Chris Foulon John Ashburner P. Nachev MedIm 43 1 0 27 May 2023
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images A. Diaz-Pinto P. Mehta Sachidanand Alle Muhammad Asad Richard Brown ... Tom Vercauteren Andrew Feng Abood Quraini Sebastien Ourselin M. Jorge Cardoso MedIm 74 19 0 18 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 100 32 0 17 May 2023
Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification I. Isler Debesh Jha C. Lisle J. Rineer P. Kelly B. Aydogan M. Abazeed D. Turgut Ulas Bagci ViT MedIm UQCV 66 2 0 04 May 2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi Lin Dong Zhang Xiao Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 102 29 0 01 May 2023
Cross-Shaped Windows Transformer with Self-supervised Pretraining for Clinically Significant Prostate Cancer Detection in Bi-parametric MRI Yuheng Li Jacob F. Wynne Jing Wang Richard L. J. Qiu J. Roper ... A. Jani Tian Liu P. Patel H. Mao Xiaofeng Yang OOD ViT MedIm 89 11 0 30 Apr 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation Yousef Yeganeh Azade Farshad Peter Weinberger Seyed-Ahmad Ahmadi Ehsan Adeli Nassir Navab ViT MedIm 54 0 0 28 Apr 2023
Adaptive-Mask Fusion Network for Segmentation of Drivable Road and Negative Obstacle With Untrustworthy Features Zhen Feng Yuchao Feng Yanning Guo Yuxiang Sun 23 7 0 27 Apr 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 209 507 0 25 Apr 2023
Med-Tuning: A New Parameter-Efficient Tuning Framework for Medical Volumetric Segmentation Jiachen Shen Wenxuan Wang Chen Chen Jianbo Jiao Jing Liu Yan Zhang Shanshan Song Jiangyun Li 98 1 0 21 Apr 2023
Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluation Gustav Muller-Franzes Fritz Muller-Franzes L. Huck Vanessa Raaff Eva Kemmer ... T. Nolte Jakob Nikolas Kather S. Nebelung Christiane Kuhl Daniel Truhn ViT MedIm 28 10 0 18 Apr 2023
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training Ziyan Huang Hao Wang Zhongying Deng Jin Ye Yanzhou Su ... Junjun He Yun Gu Lixu Gu Shaoting Zhang Yu Qiao 80 82 0 13 Apr 2023