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
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 52 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 33 0 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 66 1 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 26 13 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 36 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 56 0 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 23 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 70 4 0 11 Jun 2024
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers Muhammad Nouman M. Mabrok Essam A. Rashed 21 2 0 10 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh Mamba 32 2 0 09 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation Chenxin Li Xinyu Liu W. J. Li Cheng Wang Hengyu Liu Yifan Liu Zhen Chen Yixuan Yuan MedIm DiffM SSeg 62 117 0 05 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis Linshan Wu Jiaxin Zhuang Xuefeng Ni Hao Chen MedIm 36 12 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 29 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 46 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 L. Yuille Yucheng Tang Zongwei Zhou MedIm VLM 40 16 0 28 May 2024
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 32 3 0 27 May 2024
MAMOC: MRI Motion Correction via Masked Autoencoding Lennart Alexander Van der Goten Jingyu Guo Kevin Smith 33 0 0 23 May 2024
Hybrid Multihead Attentive Unet-3D for Brain Tumor Segmentation Muhammad Ansab Butt Absaar Ul Jabbar 29 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 36 23 0 21 May 2024
Self-Supervised Modality-Agnostic Pre-Training of Swin Transformers Abhiroop Talasila M. Maity U. Priyakumar OOD ViT MedIm 28 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 B. Turkbey Michael B. Wallace Ulas Bagci OOD 25 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 56 0 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 36 9 0 09 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 41 26 0 07 May 2024
Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT Yu Zhou Xiahao Zou Yi Wang 27 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 40 8 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 56 2 0 30 Apr 2024
Real Time Multi Organ Classification on Computed Tomography Images H. Yerebakan Y. Shinagawa Gerardo Hermosillo 59 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 45 5 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 41 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 38 7 0 27 Apr 2024
Multimodal Information Interaction for Medical Image Segmentation Xinxin Fan Lin Liu Haoran Zhang 26 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 57 4 0 24 Apr 2024
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 30 5 0 22 Apr 2024
BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark Anthony Bilic Chen Chen OOD 43 0 0 21 Apr 2024
Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders Marek Wodzinski D. Hemmerling Mateusz Daniol 25 2 0 19 Apr 2024
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans Abdullah F. Al-Battal S. T. Duong Van Ha Tang Quang Duc Tran S. Q. Truong Chien Phan Truong Q. Nguyen Cheolhong An MedIm 33 0 0 17 Apr 2024
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation Shehan Perera Pouyan Navard Alper Yilmaz MedIm 45 18 0 15 Apr 2024
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network Xin Tie Muheon Shin Changhee Lee Scott B. Perlman Zachary Huemann ... K. McCarten Adina L. Alazraki Junjie Hu Steve Y. Cho Tyler Bradshaw 28 1 0 12 Apr 2024
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis Sekeun Kim Hui Ren Peng Guo Abder-Rahman Ali Patrick Zhang Kyungsang Kim Xiang Li Quanzheng Li 29 0 0 09 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 29 8 0 09 Apr 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 60 3 0 07 Apr 2024
Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning Pierre Rougé Pierre-Henri Conze Nicolas Passat Odyssée Merveille 36 0 0 02 Apr 2024
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation Zhuoyuan Wang Dongming Sun Xiangyun Zeng Ruodai Wu Yi Wang 39 1 0 02 Apr 2024
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT) Wen Sheng Zhong Zheng Jiajun Liu Han Lu Hanyuan Zhang Zhengyong Jiang Zhihong Zhang Daoping Zhu ViT 66 0 0 30 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 44 8 0 29 Mar 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 33 45 0 29 Mar 2024
$A multi-stage semi-supervised learning for ankle fracture classification on CT images$ A multi-stage semi-supervised learning for ankle fracture classification on CT images Hongzhi Liu Guicheng Li Jiacheng Nie Hui Tang Chun-Hsien Yang Qianjin Feng Hailin Xu Yang Chen MedIm 38 0 0 29 Mar 2024
Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma Baris Imre Elina Thibeau-Sutre Jorieke Reimer Kuan Kho J. Wolterink 26 0 0 28 Mar 2024
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 30 1 0 27 Mar 2024