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
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 62 6 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 74 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 66 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 58 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 30 0 0 12 Jul 2024
Scalar Function Topology Divergence: Comparing Topology of 3D Objects I. Trofimov Daria Voronkova Eduard Tulchinskii Evgeny Burnaev Serguei Barannikov 102 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 72 4 0 10 Jul 2024
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels Malte Tolle Fernando Navarro Sebastian Eble Ivo Wolf Bjoern Menze Sandy Engelhardt FedML 71 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 77 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 129 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 Ziyue Li MedIm Mamba 107 15 0 01 Jul 2024
Centerline Boundary Dice Loss for Vascular Segmentation Pengcheng Shi Jiesi Hu Yanwu Yang Zilve Gao Wei Liu Ting Ma 83 11 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 56 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 62 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 82 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 106 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 86 3 0 19 Jun 2024
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 76 0 0 18 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 66 1 0 17 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation Pengfei Gu Yejia Zhang Huimin Li Chaoli Wang Danny Chen MedIm 123 2 0 15 Jun 2024
BrainFounder: Towards Brain Foundation Models for Neuroimage Analysis Joseph Cox Peng Liu Skylar E. Stolte Yunchao Yang Kang Liu Kyle B. See Huiwen Ju Ruogu Fang MedIm 58 18 0 14 Jun 2024
Unveiling Incomplete Modality Brain Tumor Segmentation: Leveraging Masked Predicted Auto-Encoder and Divergence Learning Zhongao Sun Jiameng Li Yuhan Wang Jiarong Cheng Qing Zhou Chun Li MedIm 100 0 0 12 Jun 2024
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models H. Malik Numan Saeed Asif Hanif Muzammal Naseer Mohammad Yaqub Salman Khan Fahad Shahbaz Khan 110 1 0 12 Jun 2024
A Robust Pipeline for Classification and Detection of Bleeding Frames in Wireless Capsule Endoscopy using Swin Transformer and RT-DETR Sasidhar Alavala Anil Kumar Vadde Aparnamala Kancheti Subrahmanyam Gorthi ViT MedIm 28 2 0 12 Jun 2024
CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation Zhongzhen Huang Yankai Jiang Rongzhao Zhang Shaoting Zhang Xiaofan Zhang MedIm 117 5 0 11 Jun 2024
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers Muhammad Nouman M. Mabrok Essam A. Rashed 53 3 0 10 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 71 4 0 09 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu Wenbo Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 141 143 0 05 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 98 13 0 03 Jun 2024
Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge Marek Wodzinski Henning Muller 40 1 0 03 Jun 2024
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification Michail Mamalakis Héloïse de Vareilles Shun-Chin Jim Wu Ingrid Agartz L. Morch-Johnsen Jane R. Garrison Jon S. Simons Pietro Lio J. Suckling Graham K Murray 82 0 0 29 May 2024
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography Jie Liu Yixiao Zhang Kang Wang Mehmet Can Yavuz Xiaoxi Chen ... Haoliang Li Yang Yang Alan Yuille Yucheng Tang Zongwei Zhou MedIm VLM 112 20 0 28 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 71 3 0 27 May 2024
MAMOC: MRI Motion Correction via Masked Autoencoding Lennart Alexander Van der Goten Jingyu Guo Kevin Smith 39 0 0 23 May 2024
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation Muhammad Ansab Butt Absaar Ul Jabbar 64 0 0 22 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 99 28 0 21 May 2024
Self-Supervised Modality-Agnostic Pre-Training of Swin Transformers Abhiroop Talasila M. Maity U. Priyakumar OOD ViT MedIm 77 0 0 21 May 2024
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Zheyuan Zhang Elif Keles Gorkem Durak Yavuz Taktak Onkar Susladkar ... Cemal Yazici T. Tirkes Baris Turkbey Michael B. Wallace Ulas Bagci OOD 94 0 0 20 May 2024
Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks Michail Mamalakis Antonios Mamalakis Ingrid Agartz L. Morch-Johnsen Graham K Murray J. Suckling Pietro Lio 162 1 0 16 May 2024
MRISegmentator-Abdomen: A Fully Automated Multi-Organ and Structure Segmentation Tool for T1-weighted Abdominal MRI Zhuang Yan T. Mathai Pritam Mukherjee Brandon Khoury Boah Kim Benjamin Hou N. Rabbee Abhinav Suri Ronald M. Summers 82 9 0 09 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 101 34 0 07 May 2024
Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT Yu Zhou Xiahao Zou Yi Wang 66 1 0 02 May 2024
A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention Amarjeet Kumar Hongxu Jiang Muhammad Imran Cyndi Valdes Gabriela Leon Dahyun Kang Parvathi Nataraj Yuyin Zhou Michael D. Weiss Wei Shao 84 10 0 30 Apr 2024
X-Diffusion: Generating Detailed 3D MRI Volumes From a Single Image Using Cross-Sectional Diffusion Models Emmanuelle Bourigault Abdullah Hamdi Amir Jamaludin MedIm 126 2 0 30 Apr 2024
Real Time Multi Organ Classification on Computed Tomography Images H. Yerebakan Y. Shinagawa Gerardo Hermosillo 152 1 0 29 Apr 2024
Out-of-distribution Detection in Medical Image Analysis: A survey Zesheng Hong Yubiao Yue Yubin Chen Lele Cong Huanjie Lin ... Jialong Xu Xiaoqi Yang Hechang Chen Zhenzhang Li Sihong Xie OOD 75 7 0 28 Apr 2024
Snake with Shifted Window: Learning to Adapt Vessel Pattern for OCTA Segmentation Xinrun Chen Mei Shen Haojian Ning Mengzhan Zhang Chengliang Wang Shiying Li 67 1 0 28 Apr 2024
GLIMS: Attention-Guided Lightweight Multi-Scale Hybrid Network for Volumetric Semantic Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel MedIm 86 8 0 27 Apr 2024
Multimodal Information Interaction for Medical Image Segmentation Xinxin Fan Lin Liu Haoran Zhang 48 1 0 25 Apr 2024
MiM: Mask in Mask Self-Supervised Pre-Training for 3D Medical Image Analysis Jiaxin Zhuang Linshan Wu Qiong Wang V. Vardhanabhuti Lin Luo Hao Chen Hao Chen 128 4 0 24 Apr 2024