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
SFB-net for cardiac segmentation: Bridging the semantic gap with attention Nicolas Portal Nadjia Kachenoura Thomas Dietenbeck Catherine Achard 85 0 0 24 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 41 0 0 20 Oct 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Daniya Najiha Abdul Kareem Mustansar Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 57 4 0 20 Oct 2024
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation K. Kwarciak Mateusz Daniol D. Hemmerling Marek Wodzinski 54 0 0 17 Oct 2024
UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner Jintao Ren Kim Hochreuter Jesper Folsted Kallehauge Stine Korreman Mamba 46 1 0 16 Oct 2024
Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu Shanghang Zhang Xiaosong Wang 67 0 0 14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 90 6 0 13 Oct 2024
3-D Magnetotelluric Deep Learning Inversion Guided by Pseudo-Physical Information Peifan Jiang Xiang Wang Shuang Wang Fei Deng Kunpeng Wang Bin Wang Yuhan Yang AI4CE 417 0 0 12 Oct 2024
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results Alessia Rondinella Francesco Guarnera Elena Crispino G. Russo Clara Di Lorenzo Davide Maimone F. Pappalardo Sebastiano Battiato 63 5 0 10 Oct 2024
DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration Yongtai Zhuo Yiqing Shen DiffM MedIm 44 5 0 07 Oct 2024
Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration Julia Alekseenko B. Stieltjes Michael Bach Melanie Boerries Oliver Opitz Alexandros Karargyris N. Padoy FedML AI4CE 123 0 0 03 Oct 2024
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation Muhammad Hamza Sharif Muzammal Naseer Mohammad Yaqub Min Xu Mohsen Guizani OOD MedIm ViT 54 0 0 01 Oct 2024
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting Muhammad Hamza Sharif Dmitry Demidov Asif Hanif Mohammad Yaqub Min Xu ViT MedIm 58 2 0 01 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 54 0 0 01 Oct 2024
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation Ao Chang Jiajun Zeng Ruobing Huang Dong Ni Mamba 80 3 0 26 Sep 2024
Global-Local Medical SAM Adaptor Based on Full Adaption Meng Wang Yarong Feng Yongwei Tang Tian Zhang Yuxin Liang Chao Lv MedIm 50 1 0 26 Sep 2024
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis Illia Tsiporenko Pavel Chizhov Dmytro Fishman ViT MedIm 63 1 0 25 Sep 2024
The Effect of Lossy Compression on 3D Medical Images Segmentation with Deep Learning Anvar Kurmukov Bogdan Zavolovich A. Dalechina Vladislav Proskurov B. Shirokikh MedIm 34 1 0 25 Sep 2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies Tianhao Zhang Heather J. McCourty Berardo M. Sanchez-Tafolla Anton Nikolaev Lyudmila Mihaylova 73 0 0 25 Sep 2024
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis Sven Lüpke Yousef Yeganeh Ehsan Adeli Nassir Navab Azade Farshad MedIm DiffM 60 4 0 20 Sep 2024
Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting Maximilian R. Rokuss Yannick Kirchhoff Saikat Roy Balint Kovacs Constantin Ulrich ... Stefan Denner Fabian Isensee Philipp Vollmuth Jens Kleesiek Klaus Maier-Hein 64 3 0 20 Sep 2024
AutoPET III Challenge: PET/CT Semantic Segmentation Reza Safdari Mohammad Koohi-Moghaddam Kyongtae Tyler Bae SSeg 36 0 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 65 1 0 17 Sep 2024
Artificial Intelligence-Based Opportunistic Coronary Calcium Screening in the Veterans Affairs National Healthcare System Raffi Hagopian Timothy Strebel Simon Bernatz Gregory A Myers Erik Offerman ... Michael J Kim R Spencer Schaefer Jeannie Yu Amilcare Gentili Hugo Jwl Aerts 38 0 0 16 Sep 2024
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2 Xinrun Chen Chengliang Wang Haojian Ning Mengzhan Zhang Mei Shen Shiying Li 56 2 0 14 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka Danny Chen 121 1 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 98 3 0 13 Sep 2024
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging Daniel Capellán-Martín Zhifan Jiang Abhijeet Parida Xinyang Liu Van Lam ... Austin Tapp Sarah Elsharkawi María J. Ledesma-Carbayo Syed Muhammad Anwar M. Linguraru 71 4 0 12 Sep 2024
DDEvENet: Evidence-based Ensemble Learning for Uncertainty-aware Brain Parcellation Using Diffusion MRI Chenjun Li Dian Yang Shun Yao Shuyue Wang Ye Wu ... C. Westin L. O’Donnell N. Sochen O. Pasternak Fan Zhang UQCV 114 0 0 11 Sep 2024
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion Fuxin Fan Jingna Qiu Yixing Huang Andreas Maier 29 0 0 09 Sep 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors Zhiqing Zhang Tianyong Liu Guojia Fan Bin Li Qianjin Feng Shoujun Zhou Mamba 123 1 0 28 Aug 2024
LN-Gen: Rectal Lymph Nodes Generation via Anatomical Features Weidong Guo Hantao Zhang Shouhong Wan Bingbing Zou Wanqin Wang Peiquan Jin MedIm 76 0 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 79 4 0 26 Aug 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation Ruohua Shi Qiufan Pang Lei Ma Lingyu Duan Tiejun Huang Tingting Jiang Mamba 50 2 0 26 Aug 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 77 1 0 25 Aug 2024
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Terrence Chen Shanhui Sun VLM 109 6 0 16 Aug 2024
Costal Cartilage Segmentation with Topology Guided Deformable Mamba: Method and Benchmark Senmao Wang Haifan Gong Runmeng Cui Boyao Wan Yicheng Liu ... Haiqing Yang Jingyang Zhou Bo Pan Lin Lin Haiyue Jiang 71 0 0 14 Aug 2024
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging Yosuke Yamagishi S. Hanaoka Tomohiro Kikuchi Takahiro Nakao Yuta Nakamura Y. Nomura S. Miki T. Yoshikawa O. Abe 108 6 0 12 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 43 2 0 08 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Zhiling Yan Weixiang Sun Rong Zhou Zhengqing Yuan Kai Zhang ... Tianming Liu Quanzheng Li Xiang Li Lifang He Lin Sun VLM MedIm 85 12 0 06 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2 Jiayuan Zhu Yunli Qi A. El Abbadi VLM MedIm 120 80 0 01 Aug 2024
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Taehyo Kim Hai Shu 3DPC 102 11 0 01 Aug 2024
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework Jingyao Wu Evan Lim T. Dang Brayden Mi Alex Balsells V. Sethu Caroline Chung Beatrice Riviere David T. Fuentes VLM 72 5 0 31 Jul 2024
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation Shiyuan Chen Zihao Zhao Jiawei Huang Yingfeng Cai Runqi Meng Wei Sui Dinggang Shen VLM 52 3 0 31 Jul 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 86 8 0 31 Jul 2024
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model Pascal Spiegler Amir Rasoulian Yiming Xiao 80 2 0 29 Jul 2024
Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation Linkai Peng Zheyuan Zhang Gorkem Durak Frank H. Miller Alpay Medetalibeyoglu Michael B. Wallace Ulas Bagci MedIm 105 4 0 27 Jul 2024
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation Zunaira Rauf Abdul Rehman Khan Asifullah Khan MedIm ViT 58 0 0 27 Jul 2024
GLAM: Glomeruli Segmentation for Human Pathological Lesions using Adapted Mouse Model Lining Yu Mengmeng Yin Ruining Deng Quan Liu Tianyuan Yao ... Yaohong Wang Shilin Zhao Haichun Yang Haichun Yang Yuankai Huo MedIm 48 0 0 25 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 63 2 0 23 Jul 2024