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TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
7 March 2021
Wenxuan Wang
Chen Chen
Meng Ding
Jiangyun Li
Hong Yu
Sen Zha
ViT
MedIm
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Papers citing
"TransBTS: Multimodal Brain Tumor Segmentation Using Transformer"
50 / 221 papers shown
nnMobileNet++: Towards Efficient Hybrid Networks for Retinal Image Analysis
Xin Li
Wenhui Zhu
Xuanzhao Dong
Hao Wang
Yujian Xiong
Oana Dumitrascu
Yalin Wang
MedIm
178
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0
01 Dec 2025
ReactionMamba: Generating Short & Long Human Reaction Sequences
Hajra Anwar Beg
Baptiste Chopin
Hao Tang
Mohamed Daoudi
Mamba
213
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0
28 Nov 2025
Hard Spatial Gating for Precision-Driven Brain Metastasis Segmentation: Addressing the Over-Segmentation Paradox in Deep Attention Networks
Rowzatul Zannath Prerona
112
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27 Nov 2025
DEAP-3DSAM: Decoder Enhanced and Auto Prompt SAM for 3D Medical Image Segmentation
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Fangda Chen
Jintao Tang
Pancheng Wang
Ting Wang
Shasha Li
Ting Deng
MedIm
251
2
0
24 Nov 2025
CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities
Dongqing Xie
Y. Wu
Zisheng Ai
Jun Min
Zhencun Jiang
Shaojin Geng
Lei Wang
94
0
0
18 Nov 2025
MTMed3D: A Multi-Task Transformer-Based Model for 3D Medical Imaging
Fan Li
Arun Iyengar
Lanyu Xu
MedIm
ViT
143
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15 Nov 2025
SYNAPSE-Net: A Unified Framework with Lesion-Aware Hierarchical Gating for Robust Segmentation of Heterogeneous Brain Lesions
Md. Mehedi Hassan
Shafqat Alam
Shahriar Ahmed Seam
Maruf Ahmed
MedIm
135
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0
30 Oct 2025
MoME: Mixture of Visual Language Medical Experts for Medical Imaging Segmentation
Arghavan Rezvani
Xiangyi Yan
Anthony T. Wu
Kun Han
Pooya Khosravi
Xiaohui Xie
MoE
199
0
0
30 Oct 2025
DRBD-Mamba for Robust and Efficient Brain Tumor Segmentation with Analytical Insights
Danish Ali
Ajmal Mian
Naveed Akhtar
Ghulam Mubashar Hassan
Mamba
448
0
0
16 Oct 2025
MSM-Seg: A Modality-and-Slice Memory Framework with Category-Agnostic Prompting for Multi-Modal Brain Tumor Segmentation
Yuxiang Luo
Qing Xu
Hai Huang
Yuqi Ouyang
Daming Gao
Wenting Duan
142
0
0
12 Oct 2025
NNDM: NN_UNet Diffusion Model for Brain Tumor Segmentation
Sashank Makanaboyina
DiffM
MedIm
106
0
0
08 Oct 2025
SER-Diff: Synthetic Error Replay Diffusion for Incremental Brain Tumor Segmentation
Sashank Makanaboyina
DiffM
MedIm
138
0
0
06 Oct 2025
VGDM: Vision-Guided Diffusion Model for Brain Tumor Detection and Segmentation
Arman Behnam
DiffM
MedIm
534
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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
157
0
0
28 Sep 2025
SSFMamba: Learning Symmetry-driven Spatial-Frequency Modeling for Physically Consistent 3D Medical Image Segmentation
Bo Zhang
Yifan Zhang
Shuo Yan
Yu Bai
Zheng Zhang
Wu Liu
Xiuzhuang Zhou
Wendong Wang
Mamba
133
0
0
05 Aug 2025
ReCoSeg++:Extended Residual-Guided Cross-Modal Diffusion for Brain Tumor Segmentation
Sara Yavari
Rahul Nitin Pandya
Jacob Furst
MedIm
237
3
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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
117
0
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30 Jul 2025
Multimodal Fusion at Three Tiers: Physics-Driven Data Generation and Vision-Language Guidance for Brain Tumor Segmentation
Mingda Zhang
319
1
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14 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
309
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Improving Prostate Gland Segmenting Using Transformer based Architectures
Shatha Abudalou
162
1
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16 Jun 2025
Efficient 3D Brain Tumor Segmentation with Axial-Coronal-Sagittal Embedding
Pacific-Rim Symposium on Image and Video Technology (PSIVT), 2025
Tuan-Luc Huynh
Thanh-Danh Le
Tam V. Nguyen
Trung-Truc Huynh-Le
Minh-Triet Tran
119
1
0
31 May 2025
Spatially-Adaptive Gradient Re-parameterization for 3D Large Kernel Optimization
Ho Hin Lee
Quan Liu
Shunxing Bao
Yuankai Huo
Bennett A. Landman
MedIm
208
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26 May 2025
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation
International 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
445
2
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
199
1
0
06 May 2025
Lightweight Road Environment Segmentation using Vector Quantization
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2025
Jiyong Kwag
Alper Yilmaz
Charles Toth
245
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
248
6
0
12 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation
Emmanuelle Bourigault
A. Jamaludin
Abdullah Hamdi
351
4
0
09 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis
Xi Wang
Ziqi He
Yang Zhou
404
2
0
04 Apr 2025
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation
International 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
272
2
0
31 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation
Bin Xie
Yan Yan
Gady Agam
Mamba
419
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
249
1
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
276
12
0
03 Mar 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
Neural Information Processing Systems (NeurIPS), 2023
Boqian Wu
Q. Xiao
Shiwei Liu
Lu Yin
Mykola Pechenizkiy
Decebal Constantin Mocanu
M. V. Keulen
Elena Mocanu
MedIm
412
15
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
633
10
0
02 Feb 2025
LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Yujie Ding
Shenghua Teng
Zuoyong Li
Xiao Chen
SSeg
290
1
0
27 Jan 2025
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Sucheng Ren
Xiaomeng Li
MedIm
300
13
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
298
0
0
14 Dec 2024
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT
Rulin Zhou
Yingjie Feng
Guankun Wang
Xiaopin Zhong
Zongze Wu
Qiang Wu
Xi Zhang
MedIm
208
2
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01 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
282
0
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05 Nov 2024
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network
Longfeng Shen
Yanqi Hou
Jiacong Chen
Liangjin Diao
Yaxi Duan
153
2
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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
520
1
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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
218
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20 Oct 2024
VoxelPrompt: A Vision Agent for End-to-End Medical Image Analysis
Andrew Hoopes
Neel Dey
V. Butoi
John Guttag
Adrian V. Dalca
MedIm
LM&MA
423
3
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10 Oct 2024
TrustEMG-Net: Using Representation-Masking Transformer with U-Net for Surface Electromyography Enhancement
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Kuan-Chen Wang
Kai-Chun Liu
Ping-Cheng Yeh
Sheng-Yu Peng
Yu Tsao
222
6
0
04 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model
Asian Conference on Computer Vision (ACCV), 2024
Quang Vinh Nguyen
Thanh Hoang Son Vo
Sae-Ryung Kang
Soo-Hyung Kim
254
2
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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
265
1
0
26 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition
IEEE International Symposium on Biomedical Imaging (ISBI), 2024
Yaopeng Peng
Milan Sonka
Benlin Liu
317
5
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13 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Hualiang Wang
Yiqun Lin
Xinpeng Ding
Xuelong Li
Mamba
310
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13 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation
Aaron Cao
Zongyu Li
Jia Guo
Andrew F. Laine
Jia Guo
Mamba
350
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An Effective UNet Using Feature Interaction and Fusion for Organ Segmentation in Medical Image
Xiaolin Gou
Chuanlin Liao
Jizhe Zhou
Fengshuo Ye
Yi Lin
192
0
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09 Sep 2024
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