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
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation Gen Shi Hao Lu Hui Hui Jie Tian 24 1 0 23 Dec 2023
VSR-Net: Vessel-like Structure Rehabilitation Network with Graph Clustering Haili Ye Xiaoqing Zhang Yan Hu Huazhu Fu Jiang-Dong Liu 40 4 0 20 Dec 2023
Towards SAMBA: Segment Anything Model for Brain Tumor Segmentation in Sub-Sharan African Populations Mohannad Barakat Noha Magdy Jjuuko George William Ethel Phiri Raymond Confidence Dong Zhang U. Anazodo 23 3 0 19 Dec 2023
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting Yankai Jiang Zhongzhen Huang Rongzhao Zhang Xiaofan Zhang Shaoting Zhang VLM 42 10 0 07 Dec 2023
Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks Mohammed Baharoon Waseem Qureshi J. Ouyang Yanwu Xu Abdulrhman Aljouie Wei Peng MedIm AI4CE 45 8 0 04 Dec 2023
DDxT: Deep Generative Transformer Models for Differential Diagnosis Mohammad Mahmudul Alam Edward Raff Tim Oates Cynthia Matuszek LM&MA MedIm 13 2 0 02 Dec 2023
Utilizing Radiomic Feature Analysis For Automated MRI Keypoint Detection: Enhancing Graph Applications Sahar Almahfouz Nasser Shashwat Pathak Keshav Singhal Mohit Meena N. Gupte Ananya Chinmaya Prateek Garg Amit Sethi MedIm 29 0 0 30 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 29 4 0 28 Nov 2023
Seeing Beyond Cancer: Multi-Institutional Validation of Object Localization and 3D Semantic Segmentation using Deep Learning for Breast MRI Arda Pekis Vignesh Kannan Evandros Kaklamanos Anu Antony Snehal Patel Tyler Earnest 26 6 0 27 Nov 2023
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 38 17 0 23 Nov 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo Zhao VLM 42 38 0 22 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 35 18 0 19 Nov 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Xiaoyang Chen Hao Zheng Yuemeng Li Yuncong Ma Liang Ma Hongming Li Yong-Xian Fan 33 7 0 17 Nov 2023
Slide-SAM: Medical SAM Meets Sliding Window Quan Quan Fenghe Tang Zikang Xu Heqin Zhu S.Kevin Zhou VLM MedIm 28 8 0 16 Nov 2023
LT-ViT: A Vision Transformer for multi-label Chest X-ray classification Umar Marikkar Sara Atito Muhammad Awais Adam Mahdi MedIm ViT 40 8 0 13 Nov 2023
Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments Kuancheng Wang Hai Siong Tan R. Mcbeth 22 2 0 11 Nov 2023
Hybrid-Fusion Transformer for Multisequence MRI Jihoon Cho Jinah Park MedIm ViT 39 6 0 02 Nov 2023
DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation Xiaohua Jiang Yihao Guo Jian Huang Yuting Wu Meiyi Luo ... Xingru Huang Hong He Shaowei Jiang Jing Ye Mang Xiao 16 0 0 01 Nov 2023
Muscle volume quantification: guiding transformers with anatomical priors Louise Piecuch Vanessa Gonzales Duque A. Sarcher Enzo Hollville A. Nordez G. Rabita G. Guilhem Diana Mateus ViT MedIm 18 3 0 31 Oct 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 27 0 0 28 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 46 10 0 19 Oct 2023
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images Yangfan Ni Duo Zhang Gege Ma Lijun Lu Zhongke Huang Wentao Zhu MedIm 21 2 0 16 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan L. Yuille Yuyin Zhou MedIm ViT 35 36 0 11 Oct 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 36 5 0 11 Oct 2023
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers Matteo Bastico David Ryckelynck Laurent Corté Yannick Tillier Etienne Decencière MedIm ViT 34 2 0 09 Oct 2023
Aorta Segmentation from 3D CT in MICCAI SEG.A. 2023 Challenge Andriy Myronenko Dong Yang Yufan He Daguang Xu 17 3 0 06 Oct 2023
Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge Andriy Myronenko Dong Yang Yufan He Daguang Xu 28 10 0 06 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 34 5 0 02 Oct 2023
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution Ho Hin Lee Quan Liu Qi Yang Xin Yu Shunxing Bao Yuankai Huo Bennett A. Landman MedIm 17 2 0 30 Sep 2023
Abdominal multi-organ segmentation in CT using Swinunter Mingjin Chen Yongkang He Yongyi Lu ViT OOD MedIm 21 0 0 28 Sep 2023
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction M. Shakya Bishesh Khanal 27 1 0 24 Sep 2023
FP-PET: Large Model, Multiple Loss And Focused Practice Yixin Chen Ourui Fu Wenrui Shao Zhaoheng Xie 29 0 0 22 Sep 2023
Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage Reza Kakavand Mehrdad Palizi Peyman Tahghighi Reza Ahmadi Neha Gianchandani S. Adeeb Roberto Souza W. B. Edwards Amin Komeili 23 4 0 18 Sep 2023
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation Malo de Boisredon Eugene Vorontsov W. Le Samuel Kadoury MedIm ViT 27 0 0 17 Sep 2023
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation Zhiqing Zhang Guojia Fan Tianyong Liu Nan Li Yuyang Liu Ziyu Liu Canwei Dong Shoujun Zhou DiffM MedIm 29 0 0 12 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images Nhat-Tan Bui Dinh-Hieu Hoang Minh-Triet Tran Gianfranco Doretto Donald Adjeroh Brijesh Patel Arabinda Choudhary Ngan Le MedIm 33 39 0 07 Sep 2023
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations Shaoyan Pan Yiqiao Liu Sarah Halek M. Tomaszewski Shubing Wang R. Baumgartner Jianda Yuan G. Goldmacher Antong Chen MedIm 29 1 0 04 Sep 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design Dominik Engel Leon Sick Timo Ropinski ViT 19 0 0 04 Sep 2023
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation Reza Azad Leon Niggemeier Michael Huttemann A. Kazerouni Ehsan Khodapanah Aghdam Yury Velichko Ulas Bagci Dorit Merhof MedIm 26 57 0 31 Aug 2023
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders Khaled Alrfou Tian Zhao Amir Kordijazi ViT 29 3 0 26 Aug 2023
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset Biao Wu Yutong Xie Zeyu Zhang Jinchao Ge K. Yaxley Suzan Bahadir Qi Wu Yifan Liu Minh Nguyen Nhat To 16 23 0 22 Aug 2023
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR Soorena Salari Amir Rasoulian H. Rivaz Yiming Xiao OOD 19 0 0 21 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation Mingjin Chen Yongkang He Yongyi Lu Zhi-Yi Yang MedIm 19 1 0 17 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation Liam Chalcroft Ruben Lourencco Pereira Mikael Brudfors Andrew S. Kayser M. D’Esposito Cathy J. Price Ioannis Pappas John Ashburner ViT 3DV MedIm 32 8 0 14 Aug 2023
Automated ensemble method for pediatric brain tumor segmentation Shashidhar Reddy Javaji Sovesh Mohapatra Advait Gosai G. Schlaug 23 0 0 14 Aug 2023
CATS v2: Hybrid encoders for robust medical segmentation Hao Li Han Liu Dewei Hu Xing Yao Jiacheng Wang I. Oguz MedIm ViT 29 2 0 11 Aug 2023
Masked Diffusion as Self-supervised Representation Learner Zixuan Pan Jianxu Chen Yi Shi MedIm DiffM 28 10 0 10 Aug 2023
Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation M. Woodland Nihil Patel Mais Al Taie J. Yung Tucker Netherton Ankit B. Patel Kristy K. Brock OOD 30 6 0 07 Aug 2023
Multi-scale Alternated Attention Transformer for Generalized Stereo Matching Wei Miao Hong Zhao Tom Tongjia Chen Wei Huang Changyan Xiao ViT 26 0 0 06 Aug 2023