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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
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Benlin Liu MedIm 191 3 0 15 Jun 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Yaoyao Liu Yucheng Tang Zongwei Zhou MedIm VLM 154 33 0 28 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 131 5 0 27 May 2024
Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning Hejun Huang Zuguo Chen Yi Huang Guangqiang Luo Chaoyang Chen Youzhi Song 115 0 0 23 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 167 41 0 21 May 2024
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical Images F. Bougourzi Fadi Dornaika C. Distante Abdelmalik Taleb-Ahmed MedIm ViT 117 10 0 07 May 2024
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging F. Bougourzi Fadi Dornaika Abdelmalik Taleb-Ahmed Vinh Truong Hoang MedIm ViT 94 4 0 28 Apr 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 111 10 0 27 Apr 2024
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities Ming Kang F. F. Ting Raphaël C.-W. Phan Zongyuan Ge Chee-Ming Ting 121 5 0 22 Apr 2024
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation Shehan Perera Pouyan Navard Alper Yilmaz MedIm 118 43 0 15 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 78 3 0 11 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 74 12 0 09 Apr 2024
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches S. Saifullah Andri Pranolo Rafal Dre.zewski 127 11 0 08 Apr 2024
LHU-Net: a Lean Hybrid U-Net for Cost-efficient, High-performance Volumetric SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 133 4 0 07 Apr 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 129 13 0 29 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 88 2 0 27 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 120 17 0 25 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 140 1 0 21 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 119 21 0 15 Mar 2024
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging Meng Lou Hanning Ying Xiaoqing Liu Hong-Yu Zhou Yuqing Zhang Yizhou Yu MedIm 144 17 0 27 Feb 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs Qixiang Ma Antoine Lucas Huazhong Shu A. Kaladji P. Haigron 116 0 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 80 1 0 05 Feb 2024
Deep Supervision by Gaussian Pseudo-label-based Morphological Attention for Abdominal Aorta Segmentation in Non-Contrast CTs Qixiang Ma Antoine Lucas A. Kaladji P. Haigron 98 0 0 04 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 130 62 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 229 317 0 24 Jan 2024
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models Farhad Maleki Linda Moy Reza Forghani Tapotosh Ghosh K. Ovens ... Atlas Haddadi Avval S. Sotardi Neil Tenenholtz Felipe Kitamura Timothy Kline 77 3 0 16 Jan 2024
Graph Transformer GANs with Graph Masked Modeling for Architectural Layout Generation Hao Tang Ling Shao N. Sebe Luc Van Gool 139 11 0 15 Jan 2024
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jiahui Zhong Wenhong Tian Yuanlun Xie Zhijia Liu Jie Ou Taoran Tian Lei Zhang 113 18 0 15 Jan 2024
An automated framework for brain vessel centerline extraction from CTA images Sijie Liu Ruisheng Su Jianghang Su J. Xin Jiayi Wu ... P. van Doormaal A. van der Lugt W. Niessen Nanning Zheng T. van Walsum 51 1 0 13 Jan 2024
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 201 18 0 14 Dec 2023
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie Yang Yun Gu 227 3 0 13 Dec 2023
TABSurfer: a Hybrid Deep Learning Architecture for Subcortical Segmentation Aaron Cao Vishwanatha M. Rao Kejia Liu Xinru Liu Andrew F. Laine Jia Guo MedIm 100 1 0 13 Dec 2023
Medical Vision Language Pretraining: A survey Prashant Shrestha Sanskar Amgain Bidur Khanal Cristian A. Linte Binod Bhattarai VLM 122 21 0 11 Dec 2023
MobileUtr: Revisiting the relationship between light-weight CNN and Transformer for efficient medical image segmentation Fenghe Tang Bingkun Nian Jianrui Ding Quan Quan Jie Yang Wei Liu S.Kevin Zhou ViT MedIm 131 5 0 04 Dec 2023
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter Convolution Bingkun Nian Fenghe Tang Jianrui Ding Pingping Zhang Jie Yang S.Kevin Zhou Wei Liu 110 0 0 04 Dec 2023
Glioblastoma Tumor Segmentation using an Ensemble of Vision Transformers Huafeng Liu Benjamin Dowdell Todd Engelder Zarah Pulmano Nicolas Osa Arko Barman MedIm 58 1 0 09 Nov 2023
Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects Elisa Warner Joonsan Lee William Hsu Tanveer Syeda-Mahmood Charles Kahn Olivier Gevaert Arvind Rao LM&MA 186 17 0 04 Nov 2023
Hybrid-Fusion Transformer for Multisequence MRI Jihoon Cho Jinah Park MedIm ViT 83 8 0 02 Nov 2023
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation Xiaohua Jiang Yihao Guo Jian Huang Yuting Wu Meiyi Luo ... Xingru Huang Hong He Shaowei Jiang Jing Ye Mang Xiao 80 0 0 01 Nov 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 81 0 0 28 Oct 2023
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data Yu-Cheng Chou Bowen Li Deng-Ping Fan Yaoyao Liu Zongwei Zhou MedIm 183 6 0 23 Oct 2023
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Sania Eskandari Janet Lumpp Luis Gonzalo Sánchez Giraldo ViT MedIm 75 9 0 20 Oct 2023
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentation Lee Jollans Mariana Bustamante L. Henriksson Anders Persson T. Ebbers MedIm ViT 109 0 0 13 Oct 2023
TransCC: Transformer Network for Coronary Artery CCTA Segmentation Chenchu Xu Meng Li Xue Wu ViT MedIm 55 1 0 07 Oct 2023
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Ho Hin Lee Quan Liu Qi Yang Xin Yu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 159 3 0 30 Sep 2023
Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation Yazhou Zhu Shidong Wang Tong Xin Zheng Zhang Haofeng Zhang 125 17 0 20 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 156 87 0 31 Aug 2023
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection Reza Azad Amirhossein Kazerouni Babak Azad Ehsan Khodapanah Aghdam Yury Velichko Ulas Bagci Dorit Merhof ViT MedIm 127 21 0 31 Aug 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction Yu-bao Yan Chun-Mei Feng Yuexiang Li Rick Siow Mong Goh Lei Zhu MedIm 123 4 0 20 Aug 2023
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation Zhihao Li Jiancheng Yang Yongchao Xu Li Zhang Wen-Wen Dong Bo Du MedIm 58 5 0 28 Jul 2023