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 / 405 papers shown

Title
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation Hancan Zhu Jinhao Chen Guanghua He Mamba 12 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 22 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 26 0 0 13 May 2025
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation Haozhao Wang Yifeng Wu Huimin Huang Hongtao Wu Jia-Xuan Jiang ... Hao Zheng Xian Wu Yefeng Zheng Jinping Xu Jing Cheng MedIm 34 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 64 0 0 08 May 2025
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 33 0 0 06 May 2025
DCS-ST for Classification of Breast Cancer Histopathology Images with Limited Annotations Liu Suxing Byungwon Min 40 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 32 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 N. Konz Maciej Mazurowski MedIm VLM 44 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 49 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 73 0 0 25 Apr 2025
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement Jiahao Huang Fanwen Wang Pedro F. Ferreira Hanwang Zhang Yinzhe Wu ... R. Rajakulasingam Ranil De Silva D. Pennell Guang Yang S. Nielles-Vallespin DiffM MedIm 48 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 ziqi wang Mohan Qin Yong Liu Guangming Ni 3DH 56 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 64 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 142 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 26 0 0 18 Apr 2025
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray Images Daiqi Liu Fuxin Fan Andreas Maier 21 0 0 16 Apr 2025
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation Kangbo Ma MedIm 27 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 28 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 52 1 0 09 Apr 2025
UKBOB: One Billion MRI Labeled Masks for Generalizable 3D Medical Image Segmentation Emmanuelle Bourigault A. Jamaludin Abdullah Hamdi 30 0 0 09 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 29 0 0 06 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 24 0 0 06 Apr 2025
Point Cloud-based Grasping for Soft Hand Exoskeleton Chen Hu Enrica Tricomi Eojin Rho Daekyum Kim L. Masia Shan Luo Letizia Gionfrida 41 0 0 04 Apr 2025
Dynamic Importance in Diffusion U-Net for Enhanced Image Synthesis Xi Wang Ziqi He Yang Zhou 37 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 43 0 0 04 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 125 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 41 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 42 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 55 0 0 30 Mar 2025
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 49 0 0 28 Mar 2025
MM-UNet: Meta Mamba UNet for Medical Image Segmentation Bin Xie Yan Yan Gady Agam Mamba 59 0 0 21 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 42 0 0 21 Mar 2025
Progressive Test Time Energy Adaptation for Medical Image Segmentation Xiaoran Zhang Byung-Woo Hong Hyoungseob Park Daniel H. Pak Anne-Marie Rickmann Lawrence H. Staib James S. Duncan Alex Wong OOD MedIm 59 0 0 20 Mar 2025
Federated Continual 3D Segmentation With Single-round Communication Can Peng Qianhui Men Pramit Saha Qianye Yang Cheng Ouyang J. A. Noble FedML 54 0 0 19 Mar 2025
RoMedFormer: A Rotary-Embedding Transformer Foundation Model for 3D Genito-Pelvic Structure Segmentation in MRI and CT Yuheng Li Mingzhe Hu Richard L. J. Qiu Maria Thor Andre Williams Deborah Marshall Xiaofeng Yang MedIm 69 0 0 18 Mar 2025
MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset Zhaodong Wu Qiaochu Zhao Ming Hu Yulong Li Haochen Xue ... Junjun He Yu Qiao Zhong Zheng Feilong Tang Jionglong Su 69 1 0 17 Mar 2025
Deep Learning-Based Automated Workflow for Accurate Segmentation and Measurement of Abdominal Organs in CT Scans Praveen Shastry Ashok Sharma Kavya Mohan Naveen Kumarasami Anandakumar D Mounigasri M Keerthana R Kishore Prasath Venkatesh Bargava Subramanian Kalyan Sivasailam 70 1 0 13 Mar 2025
Interactive Tumor Progression Modeling via Sketch-Based Image Editing Gexin Huang Ruinan Jin Yucheng Tang Can Zhao Tatsuya Harada Xiaoxiao Li Gu Lin MedIm 63 0 0 10 Mar 2025
Towards a Multimodal MRI-Based Foundation Model for Multi-Level Feature Exploration in Segmentation, Molecular Subtyping, and Grading of Glioma Somayeh Farahani Marjaneh Hejazi A. Di Ieva Emad Fatemizadeh Sidong Liu 38 0 0 10 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 61 0 0 07 Mar 2025
GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data Cecilia Diana-Albelda Roberto Alcover-Couso Álvaro García-Martín Jesús Bescós Marcos Escudero-Viñolo 42 1 0 06 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 42 1 0 03 Mar 2025
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment S. Chen D. Ma M. Raviselvan S. Sundaramoorthy K. Popuri M. J. Ju M. V. Sarunic D. Ratra M. F. Beg 73 0 0 03 Mar 2025
Boundary-Emphasized Weight Maps for Distal Airway Segmentation Ali Keshavarzi Elsa Angelini 29 0 0 28 Feb 2025
SST-DUNet: Automated preclinical functional MRI skull stripping using Smart Swin Transformer and Dense UNet Sima Soltanpour Rachel Utama Arnold Chang Md Taufiq Nasseef Dan Madularu Praveen Kulkarni Craig Ferris Chris Joslin 70 0 0 27 Feb 2025
Anatomy-Informed Deep Learning and Radiomics for Automated Neurofibroma Segmentation in Whole-Body MRI Georgii Kolokolnikov Marie-Lena Schmalhofer Lennart Well Said Farschtschi Victor-Felix Mautner Inka Ristow Rene Werner AI4CE 45 0 0 24 Feb 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 39 0 0 24 Feb 2025
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images Thien B. Nguyen-Tat Hoang-An Vo Phuoc-Sang Dang 75 0 0 17 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 59 0 0 10 Feb 2025