v1v2 (latest)

TransBTS: Multimodal Brain Tumor Segmentation Using Transformer

7 March 2021

ArXiv (abs)PDF HTML Github (409★)

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

50 / 206 papers shown

Title
SER-Diff: Synthetic Error Replay Diffusion for Incremental Brain Tumor Segmentation Sashank Makanaboyina DiffM MedIm 4 0 0 06 Oct 2025
VGDM: Vision-Guided Diffusion Model for Brain Tumor Detection and Segmentation Arman Behnam DiffM MedIm 12 0 0 02 Oct 2025
MSD-KMamba: Bidirectional Spatial-Aware Multi-Modal 3D Brain Segmentation via Multi-scale Self-Distilled Fusion Strategy Dayu Tan Ziwei Zhang Yansan Su Xin Peng Yike Dai Chunhou Zheng Weimin Zhong 0 0 0 28 Sep 2025
SSFMamba: Symmetry-driven Spatial-Frequency Feature Fusion for 3D Medical Image Segmentation Bo Zhang Yifan Zhang Shuo Yan Yu Bai Zheng Zhang Wu Liu Xiuzhuang Zhou Wendong Wang Mamba 38 0 0 05 Aug 2025
ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation Sara Yavari Rahul Nitin Pandya Jacob Furst MedIm 42 2 0 01 Aug 2025
trAIce3D: A Prompt-Driven Transformer Based U-Net for Semantic Segmentation of Microglial Cells from Large-Scale 3D Microscopy Images MohammadAmin Alamalhoda Arsalan Firoozi Alessandro Venturino Sandra Siegert MedIm 42 0 0 30 Jul 2025
DMCIE: Diffusion Model with Concatenation of Inputs and Errors to Improve the Accuracy of the Segmentation of Brain Tumors in MRI Images Sara Yavari Rahul Nitin Pandya Jacob Furst DiffM MedIm 77 2 0 01 Jul 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures Shatha Abudalou 61 1 0 16 Jun 2025
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding Tuan-Luc Huynh Thanh-Danh Le Tam V. Nguyen Trung-Truc Huynh-Le Minh-Triet Tran 68 1 0 31 May 2025
Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging Ho Hin Lee Quan Liu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 69 0 0 26 May 2025
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Jiaming Liang Lihuan Dai Xiaoqi Sheng Xiangguang Chen Chun Yao Guihua Tao Qibin Leng Hongmin Cai Xi Zhong 222 0 0 15 May 2025
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion Zhanyuan Jia Ni Yao Danyang Sun Chuang Han Yanting Li Jiaofen Nan Fubao Zhu Chen Zhao Weihua Zhou 83 0 0 06 May 2025
Lightweight Road Environment Segmentation using Vector Quantization Jiyong Kwag Alper Yilmaz Charles Toth 92 1 0 19 Apr 2025
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention Yonghao Huang Leiting Chen Chuan Zhou ViT MedIm 112 0 0 12 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 126 1 0 09 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 164 0 0 04 Apr 2025
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Md. Mahfuz Al Hasan Mahdi Zaman Abdul Jawad Alberto Santamaria-Pang Ho Hin Lee ... Md Shah Imran Antika Roy Y. P. Fallah Navid Asadizanjani Reza Forghani MedIm 100 1 0 31 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 152 0 0 21 Mar 2025
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation Zhenxuan Zhang Hongjie Wu Jiahao Huang Baihong Xie Zhifan Gao Junxian Du Pete Lally Guang Yang 132 0 0 07 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Hyunjin Park Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 125 4 0 03 Mar 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation Boqian Wu Q. Xiao Shiwei Liu Lu Yin Mykola Pechenizkiy Decebal Constantin Mocanu M. V. Keulen Elena Mocanu MedIm 216 8 0 20 Feb 2025
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation Bin Xie Hao Tang Dawen Cai Yan Yan Gady Agam MedIm VLM 298 6 0 02 Feb 2025
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation Sucheng Ren Xiaomeng Li MedIm 173 5 0 16 Dec 2024
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation Berke Doga Basaran Paul M. Matthews Wenjia Bai 200 0 0 14 Dec 2024
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 162 0 0 05 Nov 2024
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network Longfeng Shen Yanqi Hou Jiacong Chen Liangjin Diao Yaxi Duan 69 0 0 04 Nov 2024
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation Ovais Iqbal Shah Danish Raza Rizvi Aqib Nazir Mir ViT MedIm 97 1 0 29 Oct 2024
Taming Mambas for Voxel Level 3D Medical Image Segmentation Luca Lumetti Vittorio Pipoli Kevin Marchesini Elisa Ficarra C. Grana Federico Bolelli MedIm Mamba 90 0 0 20 Oct 2024
VoxelPrompt: A Vision-Language Agent for Grounded Medical Image Analysis Andrew Hoopes V. Butoi John Guttag Adrian V. Dalca MedIm LM&MA 161 3 0 10 Oct 2024
TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement Kuan-Chen Wang Kai-Chun Liu Ping-Cheng Yeh Sheng-Yu Peng Yu Tsao 115 1 0 04 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model Quang Vinh Nguyen Thanh Hoang Son Vo Sae-Ryung Kang Soo-Hyung Kim 107 0 0 02 Oct 2024
Global-Local Medical SAM Adaptor Based on Full Adaption Meng Wang Yarong Feng Yongwei Tang Tian Zhang Yuxin Liang Chao Lv MedIm 112 1 0 26 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka Benlin Liu 140 2 0 13 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images Hualiang Wang Yiqun Lin Xinpeng Ding Xuelong Li Mamba 140 7 0 13 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation Aaron Cao Zongyu Li Jia Guo Andrew F. Laine Jia Guo Mamba 167 2 0 12 Sep 2024
An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image Xiaolin Gou Chuanlin Liao Jizhe Zhou Fengshuo Ye Yi Lin 83 0 0 09 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 121 0 0 03 Sep 2024
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis Wangang Cheng Guanghua He Keli Hu Mingyu Fang Liang Dong Zhong Li Hancan Zhu 103 0 0 02 Sep 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities Zheyu Zhang Xinzhao Liu Zheng Chen Yueyi Zhang Huanjing Yue Yunwei Ou Xiaoyan Sun 99 2 0 25 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training Fenghe Tang Ronghao Xu Qingsong Yao Xueming Fu Quan Quan Heqin Zhu Zaiyi Liu S. Kevin Zhou SSL MedIm 151 9 0 11 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI Lei Zhou Yuzhong Zhang Jiadong Zhang Xuejun Qian Chen Gong ... Zhongxiang Ding Xing Wang Zhenhui Li Zaiyi Liu Dinggang Shen MedIm 125 11 0 11 Aug 2024
Towards Synergistic Deep Learning Models for Volumetric Cirrhotic Liver Segmentation in MRIs Vandan Gorade Onkar Susladkar Gorkem Durak Elif Keles Ertugrul Aktas Timurhan Cebeci Alpay Medetalibeyoglu Daniela Ladner Debesh Jha Ulas Bagci 71 2 0 08 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 158 116 0 01 Aug 2024
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation Shengbo Tan Zeyu Zhang Ying Cai Daji Ergu Lin Wu Binbin Hu Pengzhang Yu Yang Zhao ViT MedIm 136 14 0 01 Aug 2024
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation Zunaira Rauf Abdul Rehman Khan Asifullah Khan MedIm ViT 95 1 0 27 Jul 2024
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation Weiping Ding Sheng Geng Haipeng Wang Jiashuang Huang Tianyi Zhou MedIm 98 14 0 22 Jul 2024
AttentNet: Fully Convolutional 3D Attention for Lung Nodule Detection Majedaldein Almahasneh Xianghua Xie A. Paiement 3DPC MedIm 86 5 0 19 Jul 2024
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis Yang Ma Dongang Wang Peilin Liu L. Masters M. Barnett Weidong Cai Chenyu Wang 52 1 0 12 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 138 13 0 28 Jun 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 144 2 0 25 Jun 2024