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TransBTS: Multimodal Brain Tumor Segmentation Using Transformer

7 March 2021

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Papers citing "TransBTS: Multimodal Brain Tumor Segmentation Using Transformer"

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Title
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation Yafei Zhang Zhiyuan Li Huafeng Li Dapeng Tao 96 1 0 22 Jul 2023
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation Jiacheng Ruan Mingye Xie Jingsheng Gao Ting Liu Yuzhuo Fu MedIm 44 142 0 17 Jul 2023
A Novel SLCA-UNet Architecture for Automatic MRI Brain Tumor Segmentation S. TejashwiniP. J. Thriveni R. VenugopalK. 76 10 0 16 Jul 2023
MUVF-YOLOX: A Multi-modal Ultrasound Video Fusion Network for Renal Tumor Diagnosis Junyu Li Han Huang Dong Ni Wufeng Xue Dongmei Zhu Jun Cheng 70 3 0 15 Jul 2023
3D Medical Image Segmentation based on multi-scale MPU-Net Zeqiu Yu Shuo Han Ziheng Song 3DV 125 3 0 11 Jul 2023
Revisiting Computer-Aided Tuberculosis Diagnosis Yun-Hai Liu Yu-Huan Wu Shi-Chen Zhang Li Liu Min-Ying Wu Ming-Ming Cheng 133 19 0 06 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation Jun Shi Hongyu Kan Shulan Ruan Ziqi Zhu Minfan Zhao Liang Qiao Zhaohui Wang Hong An Xudong Xue ViT MedIm 107 12 0 04 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 134 48 0 30 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 77 89 0 23 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image Segmentation Shahina Kunhimon Abdelrahman M. Shaker Muzammal Naseer Salman Khan Fahad Shahbaz Khan 137 1 0 15 Jun 2023
Channel prior convolutional attention for medical image segmentation He-lu Huang Zuguo Chen Y. Zou Ming Lu Chaoyang Chen MedIm 72 153 0 08 Jun 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence I. Sobirov 83 0 0 31 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 123 24 0 29 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model Fenghe Tang Jianrui Ding Lingtao Wang Min Xian C. Ning DiffM MedIm 170 14 0 16 May 2023
Breast Cancer Immunohistochemical Image Generation: a Benchmark Dataset and Challenge Review Chuang Zhu Shengjie Liu Zekuan Yu Fengjuan Xu Arpit Aggarwal ... Vivek Kumar Singh Farhan Akram Md. Mostafa Kamal Sarker Z. Shi M. Jin 93 8 0 05 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
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 106 12 0 30 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 301 598 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 164 3 0 21 Apr 2023
FreMIM: Fourier Transform Meets Masked Image Modeling for Medical Image Segmentation Wenxuan Wang Jing Wang Chen Chen Jianbo Jiao Yuanxiu Cai Shanshan Song Jiangyun Li MedIm 121 22 0 21 Apr 2023
Prediction of brain tumor recurrence location based on multi-modal fusion and nonlinear correlation learning Tongxue Zhou A. Noeuveglise R. Modzelewski Fethi Ghazouani S. Thureau M. Fontanilles S. Ruan 87 19 0 11 Apr 2023
Transformer Utilization in Medical Image Segmentation Networks Saikat Roy Gregor Koehler Michael Baumgartner Constantin Ulrich Jens Petersen Hyunjin Park Klaus Maier-Hein ViT MedIm 76 2 0 09 Apr 2023
Unsupervised Brain Tumor Segmentation with Image-based Prompts Xinru Zhang N. Ou Chenghao Liu Z. Zhuo Yao Liu Chuyang Ye VLM 82 2 0 04 Apr 2023
D-TrAttUnet: Dual-Decoder Transformer-Based Attention Unet Architecture for Binary and Multi-classes Covid-19 Infection Segmentation F. Bougourzi C. Distante Fadi Dornaika A. Taleb-Ahmed MedIm ViT 63 7 0 27 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi Lin Xiao Fang Dong Zhang Kwang-Ting Cheng Hao Chen MedIm 324 4 0 23 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation Zhaohu Xing Liang Wan Huazhu Fu Guang Yang Lei Zhu MedIm 96 62 0 18 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Hyunjin Park Paul F. Jaeger Klaus Maier-Hein ViT MedIm 215 210 0 17 Mar 2023
Graph Transformer GANs for Graph-Constrained House Generation Hao Tang Ying Tai Humphrey Shi Yue Liu Lin Shao N. Sebe Radu Timofte Luc Van Gool 112 23 0 14 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 64 15 0 10 Mar 2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN Guoan Xu Juncheng Li Guangwei Gao Huimin Lu Jian Yang Dong Yue ViT 130 79 0 21 Feb 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 120 20 0 08 Feb 2023
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach Reza Azad Yiwei Jia Ehsan Khodapanah Aghdam Julien Cohen-Adad Dorit Merhof ViT MedIm 91 31 0 25 Jan 2023
TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 162 8 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 159 218 0 19 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 175 239 0 09 Jan 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection Jie Liu Yixiao Zhang Jieneng Chen Junfei Xiao Yongyi Lu Bennett A. Landman Yixuan Yuan Alan Yuille Yucheng Tang Zongwei Zhou VLM MedIm 277 238 0 02 Jan 2023
Towards Reliable Medical Image Segmentation by Modeling Evidential Calibrated Uncertainty K. Zou Yidi Chen Ling Huang Xuedong Yuan Xiaojing Shen Meng Wang Rick Siow Mong Goh Yong-Jin Liu Huazhu Fu UQCV 143 0 0 01 Jan 2023
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 202 206 0 08 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 164 446 0 27 Nov 2022
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation Yiyue Hu Lei Zhang Nan Mu Leijun Liu ViT MedIm 78 1 0 17 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 67 1 0 14 Nov 2022
RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora ViT MedIm 127 38 0 09 Nov 2022
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation Jiacheng Ruan Suncheng Xiang Mingye Xie Ting Liu Yuzhuo Fu 148 184 0 03 Nov 2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 352 292 0 01 Nov 2022
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture Jiansen Guo Hong-Yu Zhou Liansheng Wang Yizhou Yu 84 32 0 27 Oct 2022
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network Fenghe Tang Lingtao Wang C. Ning Min Xian Jianrui Ding 147 82 0 24 Oct 2022
Adversarial Transformer for Repairing Human Airway Segmentation Zeyu Tang Nan Yang Simon Walsh Guang Yang ViT MedIm 98 12 0 21 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 302 163 0 29 Sep 2022
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Xin Yu Qi Yang Yinchi Zhou L. Cai Riqiang Gao ... R. Abramson Zizhao Zhang Yuankai Huo Bennett A. Landman Yucheng Tang ViT MedIm 129 0 0 28 Sep 2022
HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification Xiangzuo Huo Gang Sun Sheng Tian Yan Wang Long Yu Jun Long Wendong Zhang Aolun Li 107 156 0 21 Sep 2022