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 / 405 papers shown

Title
Weakly supervised segmentation of intracranial aneurysms using a novel 3D focal modulation UNet Amir Rasoulian Arash Harirpoush Soorena Salari Yiming Xiao 29 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 21 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 17 12 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 35 20 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 19 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 22 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 25 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 29 58 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 18 88 0 27 Jun 2023
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images Xinrong Hu Xiaowei Xu Yi Shi VLM MedIm 17 61 0 23 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 31 1 0 15 Jun 2023
LegoNet: Alternating Model Blocks for Medical Image Segmentation I. Sobirov Cheng Xie M. Siddique P. Patel K. Chan ... H. West K. Channon S. Neubauer Charalambos Antoniades Mohammad Yaqub 19 0 0 06 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 39 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 31 12 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 11 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 22 33 0 01 Jun 2023
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models Qi Ye Li Guo 16 0 0 01 Jun 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 38 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 25 16 0 29 May 2023
Deep Variational Lesion-Deficit Mapping Guilherme Pombo Robert J. Gray Amy Nelson Chris Foulon John Ashburner P. Nachev MedIm 27 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 Kamiel Magda Vercauteren Andrew Feng Abood Quraini Sebastien Ourselin M. Jorge Cardoso MedIm 27 19 0 18 May 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 27 28 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 33 2 0 04 May 2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang Xiaori Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 29 28 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 30 10 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 33 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 16 6 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 41 465 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 43 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 21 9 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 21 74 0 13 Apr 2023
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 14 8 0 11 Apr 2023
BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation Tao Chen Chenhui Wang Hongming Shan DiffM MedIm 15 34 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 25 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 21 21 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 66 13 0 29 Mar 2023
Label-Free Liver Tumor Segmentation Qixing Hu Yixiong Chen Junfei Xiao Shuwen Sun Jieneng Chen Alan Yuille Zongwei Zhou VLM 30 57 0 27 Mar 2023
Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation Ye Zhu Jie-jin Yang Sichen Liu Ruimao Zhang 24 3 0 24 Mar 2023
Few Shot Medical Image Segmentation with Cross Attention Transformer Yi-Mou Lin Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 43 16 0 24 Mar 2023
The Multiscale Surface Vision Transformer Simon Dahan Logan Z. J. Williams Daniel Rueckert E. C. Robinson MedIm ViT 10 2 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 28 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 33 8 0 18 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation Zhaohu Xing Liang Wan Huazhu Fu Guang Yang Lei Zhu MedIm 8 48 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 35 138 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 25 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 25 13 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 29 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 29 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 13 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 32 3 0 25 Feb 2023