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 / 423 papers shown

Title
TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration Xiaoyu Shi R. Jain Yinhao Li Ruibo Hou Jingliang Cheng J. Bai Guohua Zhao Lanfen Lin R. Xu Yen-Wei Chen 19 0 0 20 Jun 2025
Prompt-based Dynamic Token Pruning to Guide Transformer Attention in Efficient Segmentation Pallabi Dutta Anubhab Maity S. Mitra MedIm 18 0 0 19 Jun 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures Shatha Abudalou 18 0 0 16 Jun 2025
Unleashing Diffusion and State Space Models for Medical Image Segmentation Rong Wu Ziqi Chen Liming Zhong Heng Li Hai Shu MedIm 28 0 0 15 Jun 2025
BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis Florian Kofler Marcel Rosier Mehdi Astaraki Ujjwal Baid Hendrik Möller ... J. Iglesias Spyridon Bakas Benedikt Wiestler Marie Piraud Bjoern Menze 17 0 0 13 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks Loan Dao Ngoc Quoc Ly 134 10 0 04 Jun 2025
Multi-modal brain MRI synthesis based on SwinUNETR Haowen Pang Weiyan Guo Chuyang Ye ViT 60 0 0 03 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 26 1 0 31 May 2025
IRS: Incremental Relationship-guided Segmentation for Digital Pathology Ruining Deng Junchao Zhu Juming Xiong C. Cui Tianyuan Yao ... Yihe Yang Paul Dennis Simonson M. Sabuncu H. Yang Yuankai Huo CLL 35 0 0 28 May 2025
Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers Jiameng Li Teodora Popordanoska Sebastian G. Gruber F. Maes Matthew B. Blaschko 48 0 0 26 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 38 0 0 26 May 2025
CDPDNet: Integrating Text Guidance with Hybrid Vision Encoders for Medical Image Segmentation Jiong Wu Yang Xing Boxiao Yu Wei Shao Kuang Gong MedIm 186 0 0 25 May 2025
TK-Mamba: Marrying KAN with Mamba for Text-Driven 3D Medical Image Segmentation Haoyu Yang Yuxiang Cai Jintao Chen Xuhong Zhang Wenhui Lei Xiaoming Shi Jianwei Yin Yankai Jiang Mamba 45 0 0 24 May 2025
How We Won the ISLES'24 Challenge by Preprocessing Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan William Henry Jacob Ruzevick Mehmet Kurt 163 0 0 23 May 2025
Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss Yike Zhang Jack H. Noble 215 0 0 23 May 2025
SAMba-UNet: Synergizing SAM2 and Mamba in UNet with Heterogeneous Aggregation for Cardiac MRI Segmentation Guohao Huo Ruiting Dai Hao Tang Mamba 69 0 0 22 May 2025
SAMA-UNet: Enhancing Medical Image Segmentation with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning Saqib Qamar Mohd Fazil Parvez Ahmad Ghulam Muhammad Mamba 112 0 0 21 May 2025
Reconsider the Template Mesh in Deep Learning-based Mesh Reconstruction Fengting Zhang Boxu Liang Qinghao Liu Min Liu Xiang Chen Yaonan Wang 57 0 0 21 May 2025
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation Hancan Zhu Jinhao Chen Guanghua He Mamba 84 0 0 17 May 2025
HWA-UNETR: Hierarchical Window Aggregate UNETR for 3D Multimodal Gastric Lesion Segmentation Jiaming Liang Lihuan Dai Xiaoqi Sheng Xiangguang Chen Chun Yao Guihua Tao Qibin Leng Hongmin Cai Xi Zhong 151 0 0 15 May 2025
VIViT: Variable-Input Vision Transformer Framework for 3D MR Image Segmentation Badhan Kumar Das Ajay Singh Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 67 0 0 13 May 2025
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation Haobo Wang Yifeng Wu Huimin Huang Hongtao Wu Jia-Xuan Jiang ... Hao Zheng Xian Wu Yefeng Zheng Jinping Xu Jing Cheng MedIm 109 0 0 09 May 2025
OWT: A Foundational Organ-Wise Tokenization Framework for Medical Imaging Sifan Song Siyeop Yoon Pengfei Jin Sekeun Kim Matthew Tivnan ... Zhiliang Lyu Dufan Wu Ning Guo Xiang Li Quanzheng Li OOD ViT 97 0 0 08 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi Lin Dong Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 55 0 0 06 May 2025
DCS-ST for Classification of Breast Cancer Histopathology Images with Limited Annotations Liu Suxing Byungwon Min 273 0 0 06 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 50 0 0 06 May 2025
Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 Yuwen Chen Zafer Yildiz Qihang Li Yaqian Chen Haoyu Dong Hanxue Gu Nicholas Konz Maciej A. Mazurowski MedIm VLM 87 0 0 03 May 2025
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image Zexin Ji Beiji Zou Xiaoyan Kui Hua Li P. Vera S. Ruan Mamba 87 0 0 30 Apr 2025
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning Yuanbing Ouyang Yizhuo Liang Qingpeng Li Xinfei Guo Yiming Luo Di Wu Hao Wang Yushan Pan ViT VLM 90 0 0 25 Apr 2025
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations Shaoyu Pei Renxiong Wu Hao Zheng Lang Qin Shuaichen Lin ... Wenjing Huang Ziyi Wang Mohan Qin Yang Liu Guangming Ni 3DH 80 0 0 24 Apr 2025
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 138 0 0 23 Apr 2025
Efficient Parameter Adaptation for Multi-Modal Medical Image Segmentation and Prognosis Numan Saeed Shahad Hardan Muhammad Ridzuan Nada Saadi Karthik Nandakumar Mohammad Yaqub MedIm 431 0 0 18 Apr 2025
ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation Bowen Liu Chunlei Meng Wei Lin Hongda Zhang Ziqing Zhou Zhongxue Gan chun ouyang 61 0 0 18 Apr 2025
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images Daiqi Liu Fuxin Fan Andreas Maier 35 0 0 16 Apr 2025
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 65 0 0 16 Apr 2025
Multi-Modal Brain Tumor Segmentation via 3D Multi-Scale Self-attention and Cross-attention Yonghao Huang Leiting Chen Chuan Zhou ViT MedIm 68 0 0 12 Apr 2025
Leveraging Anatomical Priors for Automated Pancreas Segmentation on Abdominal CT Anisa V. Prasad T. Mathai P. Mukherjee Jianfei Liu Ronald M. Summers SSeg 95 2 0 09 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 82 1 0 09 Apr 2025
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation Maregu Assefa Muzammal Naseer I. I. Ganapathi Syed Sadaf Ali Mohamed L Seghier Naoufel Werghi 54 0 0 06 Apr 2025
Here Comes the Explanation: A Shapley Perspective on Multi-contrast Medical Image Segmentation Tianyi Ren Juampablo Heras Rivera Hitender Oswal Yutong Pan Agamdeep Chopra Jacob Ruzevick Mehmet Kurt 78 0 0 06 Apr 2025
AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing Niu Lian Jun Li Jinpeng Wang Ruisheng Luo Yaowei Wang Shu-Tao Xia Bin Chen 425 0 0 04 Apr 2025
Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models Xuran Ma Yexin Liu Yaofu Liu Xianfeng Wu Mingzhe Zheng Ziyi Wang Ser-Nam Lim Harry Yang DiffM 75 0 0 04 Apr 2025
Point Cloud-based Grasping for Soft Hand Exoskeleton Chen Hu Enrica Tricomi Eojin Rho Daekyum Kim L. Masia Shan Luo Letizia Gionfrida 65 0 0 04 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 97 0 0 04 Apr 2025
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label Generation Haoxuan Li Wei song Aofan Liu Peiwu Qin 66 0 0 01 Apr 2025
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation 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 68 0 0 31 Mar 2025
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation Rafi Ibn Sultan Hui Zhu Chengyin Li Dongxiao Zhu 94 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 99 0 0 28 Mar 2025
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation Stephen Lloyd-Brown S. Francis Caroline Hoad Penny Gowland Karen Mullinger Andrew P French Xin Chen 52 0 0 21 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 101 0 0 21 Mar 2025