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
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
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation Bin Xie Hao Tang Dawen Cai Yan Yan Gady Agam MedIm VLM 64 1 0 02 Feb 2025
Motion-enhancement to Echocardiography Segmentation via Inserting a Temporal Attention Module: An Efficient, Adaptable, and Scalable Approach M. Hasan Guang Yang Choon Hwai Yap 41 0 0 28 Jan 2025
Revisiting CLIP: Efficient Alignment of 3D MRI and Tabular Data using Domain-Specific Foundation Models Jakob Krogh Petersen Valdemar Licht Mads Nielsen Asbjørn Munk VLM 35 0 0 23 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 49 8 0 20 Jan 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 105 18 0 17 Jan 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation Xingxin He Yifan Hu Zhaoye Zhou Mohamed Jarraya Fang Liu VLM MedIm 47 2 0 17 Jan 2025
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging Badhan Kumar Das Gengyan Zhao Han Liu Thomas J. Re Dorin Comaniciu Eli Gibson Andreas Maier ViT MedIm 60 1 0 15 Jan 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion Xiyue Zhu Dou Hoon Kwark Ruike Zhu Kaiwen Hong Yiqi Tao Shirui Luo Yudu Li Zhi-Pei Liang Volodymyr V. Kindratenko MedIm 43 0 0 13 Jan 2025
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 42 0 0 05 Jan 2025
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 45 0 0 31 Dec 2024
Label-Efficient Data Augmentation with Video Diffusion Models for Guidewire Segmentation in Cardiac Fluoroscopy Shaoyan Pan Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun VGen MedIm 90 0 0 20 Dec 2024
Parameter-efficient Fine-tuning for improved Convolutional Baseline for Brain Tumor Segmentation in Sub-Saharan Africa Adult Glioma Dataset Bijay Adhikari Pratibha Kulung Jakesh Bohaju Laxmi Kanta Poudel Confidence Raymond Dong Zhang U. Anazodo Bishesh Khanal M. Shakya 72 1 0 18 Dec 2024
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Mingjian Li Mingyuan Meng Shuchang Ye David Dagan Feng Lei Bi Jinman Kim 84 0 0 18 Dec 2024
Detecting Daily Living Gait Amid Huntington's Disease Chorea using a Foundation Deep Learning Model Dafna Schwartz Lori Quinn Nora E. Fritz Lisa M. Muratori Jeffery M. Hausdorff Ran Gilad Bachrach 69 0 0 15 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation Ruoxin Wang Tianyi Tang Haiming Du Yuxuan Cheng Yu Wang Lingjie Yang Xiaohui Duan Yunfang Yu Yu Zhou Donglong Chen 59 0 0 08 Dec 2024
Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 73 1 0 06 Dec 2024
Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions Kai Sun Siyan Xue F. Sun Haoran Sun Yu-Juan Luo ... Xinzhou Wang Lei Yang Shuo Jin Jun Yan Jiahong Dong AI4CE 76 2 0 03 Dec 2024
Enhancing Crop Segmentation in Satellite Image Time Series with Transformer Networks I. Gallo Mattia Gatti Nicola Landro Christian Loschiavo Mirco Boschetti Riccardo La Grassa ViT 74 2 0 02 Dec 2024
An Ensemble Approach for Brain Tumor Segmentation and Synthesis Juampablo Heras Rivera Agamdeep Chopra Tianyi Ren Hitender Oswal Yutong Pan ... Akshay Jaikanth Pavan Kancharla Jacob Ruzevick Daniela Ushizima Mehmet Kurt 74 1 0 26 Nov 2024
vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation Bastian Wittmann Yannick Wattenberg Tamaz Amiranashvili Suprosanna Shit Bjoern H. Menze 86 3 0 26 Nov 2024
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology Lining Yu Mengmeng Yin Ruining Deng Quan Liu Tianyuan Yao ... Yu Wang Yaohong Wang Shilin Zhao Haichun Yang Yuankai Huo 64 0 0 25 Nov 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training Chengyin Li Hui Zhu Rafi Ibn Sultan H. Bagher-Ebadian Prashant Khanduri Chetty Indrin Kundan Thind Dongxiao Zhu MedIm 85 1 0 23 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan Cheng AI4CE LM&MA 39 0 0 09 Nov 2024
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation André Ferreira Tiago Jesus B. Puladi Jens Kleesiek Victor Alves Jan Egger 34 1 0 07 Nov 2024
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation Network Longfeng Shen Yanqi Hou Jiacong Chen Liangjin Diao Yaxi Duan 24 0 0 04 Nov 2024
IO Transformer: Evaluating SwinV2-Based Reward Models for Computer Vision Maxwell Meyer Jack Spruyt ViT 26 0 0 31 Oct 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 38 0 0 30 Oct 2024
Revisiting MAE pre-training for 3D medical image segmentation Tassilo Wald Constantin Ulrich Stanislav Lukyanenko Andrei Goncharov Alberto Paderno Leander Maerkisch Paul F. Jäger Paul F. Jäger Klaus Maier-Hein 50 2 0 30 Oct 2024
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation Ovais Iqbal Shah Danish Raza Rizvi Aqib Nazir Mir ViT MedIm 33 1 0 29 Oct 2024
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation Zijiang Liu Xiaoyu Liu Linhao Qu Yonghong Shi MedIm 26 0 0 29 Oct 2024
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks A. Jaus C. Seibold Simon Reiß Zdravko Marinov Keyi Li Zeling Ye Stefan Krieg Jens Kleesiek Rainer Stiefelhagen 31 0 0 24 Oct 2024
SFB-net for cardiac segmentation: Bridging the semantic gap with attention Nicolas Portal Nadjia Kachenoura Thomas Dietenbeck Catherine Achard 41 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 29 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 M. Fiaz Noa Novershtern Jacob Hanna Hisham Cholakkal 44 3 0 20 Oct 2024
Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation K. Kwarciak Mateusz Daniol D. Hemmerling Marek Wodzinski 24 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 26 1 0 16 Oct 2024
Multi-modal Vision Pre-training for Medical Image Analysis Shaohao Rui Lingzhi Chen Zhenyu Tang Lilong Wang M. Liu S. Zhang Xiaosong Wang 37 0 0 14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors Linshan Wu Jiaxin Zhuang Hao Chen 41 5 0 13 Oct 2024
3-D Magnetotelluric Deep Learning Inversion Guided by Pseudo-Physical Information Peifan Jiang Xuben Wang Shuang Wang Fei Deng Kunpeng Wang Bin Wang Yuhan Yang AI4CE 144 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 34 3 0 10 Oct 2024
DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration Yongtai Zhuo Yiqing Shen DiffM MedIm 23 4 0 07 Oct 2024
Large Scale MRI Collection and Segmentation of Cirrhotic Liver Debesh Jha Onkar Susladkar Vandan Gorade Elif Keles M. Antalek ... Daniela Ladner Amir Borhani Alpay Medetalibeyoglu Gorkem Durak Ulas Bagci 49 2 0 06 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 33 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 39 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 31 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 23 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 32 2 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 48 0 0 26 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 23 0 0 25 Sep 2024