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
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis Illia Tsiporenko Pavel Chizhov Dmytro Fishman ViT MedIm 37 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 20 1 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 23 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 27 2 0 20 Sep 2024
AutoPET III Challenge: PET/CT Semantic Segmentation Reza Safdari Mohammad Koohi-Moghaddam Kyongtae Tyler Bae SSeg 27 0 0 19 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong-Er Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 28 0 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 28 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 26 1 0 14 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka Danny Chen 46 0 0 13 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images Hualiang Wang Yiqun Lin Xinpeng Ding Xiaomeng Li Mamba 47 2 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 33 3 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 48 0 0 11 Sep 2024
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion Fuxin Fan Jingna Qiu Yixing Huang Andreas Maier 21 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 31 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 44 0 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 34 3 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 27 3 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 49 0 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 54 5 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 41 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 41 0 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 21 1 0 08 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Zhiling Yan Weixiang Sun Rong-Er Zhou Zhengqing Yuan Kai Zhang ... Tianming Liu Quanzheng Li Xiang Li Lifang He Lin Sun VLM MedIm 45 11 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 42 67 0 01 Aug 2024
3D U-KAN Implementation for Multi-modal MRI Brain Tumor Segmentation Tianze Tang Yanbing Chen Hai Shu 3DPC 25 10 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 41 2 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 27 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 47 6 0 31 Jul 2024
Weakly Supervised Intracranial Hemorrhage Segmentation with YOLO and an Uncertainty Rectified Segment Anything Model Pascal Spiegler Amir Rasoulian Yiming Xiao 21 1 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 36 2 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 47 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 24 0 0 25 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 31 1 0 23 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 40 4 0 22 Jul 2024
STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation Yaqi Wang Yifan Zhang Xiaodiao Chen Shuai Wang Dahong Qian ... Yuanlin Li Bing Wang Chunshi Wang Qiupu Chen Mingqian Li 3DV 35 2 0 18 Jul 2024
Deep Mutual Learning among Partially Labeled Datasets for Multi-Organ Segmentation Xiaoyu Liu Linhao Qu Ziyue Xie Yonghong Shi Zhijian Song 41 1 0 17 Jul 2024
Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views Jihoon Cho Suhyun Ahn Beomju Kim Hyungjoon Bae Xiaofeng Liu ... Kyungeun Lee Georges Elfakhri Van Wedeen Jonghye Woo Jinah Park MedIm DiffM 34 0 0 17 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 19 0 0 12 Jul 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects I. Trofimov Daria Voronkova Eduard Tulchinskii Evgeny Burnaev Serguei Barannikov 29 0 0 11 Jul 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks Stefan M. Fischer Lina Felsner Richard Osuala Johannes Kiechle Daniel M. Lang J. Peeken Julia A. Schnabel 32 3 0 10 Jul 2024
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels Malte Tolle Fernando Navarro Sebastian Eble Ivo Wolf Bjoern H. Menze Sandy Engelhardt FedML 45 1 0 10 Jul 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy Praveenbalaji Rajendran Yong Yang Thomas R. Niedermayr Michael Gensheimer Beth Beadle Quynh Le Lei Xing Xianjin Dai 37 2 0 10 Jul 2024
Completed Feature Disentanglement Learning for Multimodal MRIs Analysis Tianling Liu Hongying Liu Fanhua Shang Lequan Yu Tong Han Liang Wan 51 1 0 06 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
Centerline Boundary Dice Loss for Vascular Segmentation Pengcheng Shi Jiesi Hu Yanwu Yang Zilve Gao Wei Liu Ting Ma 42 8 0 01 Jul 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis Ruining Deng Quan Liu Can Cui Tianyuan Yao Juming Xiong ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 21 3 0 30 Jun 2024
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Guanghao Zhu Jing Zhang Juanxiu Liu Xiaohui Du Ruqian Hao Yong Liu Lin Liu 34 0 0 28 Jun 2024
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling Abril Corona-Figueroa Hubert P. H. Shum Chris G. Willcocks 29 0 0 26 Jun 2024
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 40 6 0 25 Jun 2024
Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation Qian Chen Lei Zhu Hangzhou He Xinliang Zhang Shuang Zeng Qiushi Ren Yanye Lu CLL 37 1 0 19 Jun 2024