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
Analog In-Memory Computing with Uncertainty Quantification for Efficient Edge-based Medical Imaging Segmentation I. Hamzaoui Hadjer Benmeziane Zayneb Cherif Kaoutar El Maghraoui 28 0 0 01 Feb 2024
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation Zhaohu Xing Tian-Chun Ye Yijun Yang Guang Liu Lei Zhu Mamba 145 230 0 24 Jan 2024
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor Segmentation Chollette C. Olisah 33 0 0 24 Jan 2024
CIS-UNet: Multi-Class Segmentation of the Aorta in Computed Tomography Angiography via Context-Aware Shifted Window Self-Attention Muhammad Imran J. Krebs Veera Rajasekhar Reddy Gopu B. Fazzone Vishal Balaji Sivaraman ... R. Heithaus B. Shickel Yuyin Zhou M. Cooper Wei Shao 64 10 0 23 Jan 2024
SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI Han Gu R. Colglazier Haoyu Dong Jikai Zhang Yaqian Chen ... Jisoo Lee Brandon Ramirez Darui Lu Jay M. Levin Maciej A. Mazurowski 86 13 0 23 Jan 2024
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang MedIm 125 2 0 22 Jan 2024
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI Jiasong Chen Linchen Qian Linhai Ma Timur Urakov Weiyong Gu Liang Liang MedIm 70 7 0 17 Jan 2024
PMFSNet: Polarized Multi-scale Feature Self-attention Network For Lightweight Medical Image Segmentation Jiahui Zhong Wenhong Tian Yuanlun Xie Zhijia Liu Jie Ou Taoran Tian Lei Zhang 49 10 0 15 Jan 2024
ADAPT: Alzheimer Diagnosis through Adaptive Profiling Transformers Yifeng Wang Ke Chen Haohan Wang MedIm 52 2 0 12 Jan 2024
Leveraging Frequency Domain Learning in 3D Vessel Segmentation Xinyuan Wang Changzai Pan Hongming Dai Gangming Zhao Jinpeng Li Xiao Zhang Yizhou Yu 62 0 0 11 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 143 370 0 09 Jan 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 78 4 0 08 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 76 0 0 02 Jan 2024
BRAU-Net++: U-Shaped Hybrid CNN-Transformer Network for Medical Image Segmentation Libin Lan Pengzhou Cai Lu Jiang Xiaojuan Liu Yongmei Li Yudong Zhang ViT MedIm 75 10 0 01 Jan 2024
Brain Tumor Segmentation Based on Deep Learning, Attention Mechanisms, and Energy-Based Uncertainty Prediction Zachary Schwehr Sriman Achanta 77 3 0 31 Dec 2023
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA Kaiyuan Yang Fabio Musio Yihui Ma Norman Juchler Johannes C. Paetzold ... Klaus Maier-Hein et al. Sven Hirsch Susanne Wegener Bjoern Menze 110 24 0 29 Dec 2023
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 116 11 0 28 Dec 2023
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 134 42 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 57 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 111 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 53 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 97 13 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 95 7 0 04 Dec 2023
DDxT: Deep Generative Transformer Models for Differential Diagnosis Mohammad Mahmudul Alam Edward Raff Tim Oates Cynthia Matuszek LM&MA MedIm 61 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 59 0 0 30 Nov 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 64 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 57 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 82 19 0 23 Nov 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo Zhao VLM 124 44 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 85 21 0 19 Nov 2023
GeoSAM: Fine-tuning SAM with Sparse and Dense Visual Prompting for Automated Segmentation of Mobility Infrastructure Rafi Ibn Sultan Chengyin Li Hui Zhu Prashant Khanduri Marco Brocanelli Dongxiao Zhu VLM 57 3 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 67 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 86 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 81 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 56 2 0 11 Nov 2023
Hybrid-Fusion Transformer for Multisequence MRI Jihoon Cho Jinah Park MedIm ViT 70 7 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 43 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 46 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 65 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 88 15 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 36 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 Yuille Yuyin Zhou MedIm ViT 97 39 0 11 Oct 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 75 7 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 66 2 0 09 Oct 2023
Aorta Segmentation from 3D CT in MICCAI SEG.A. 2023 Challenge Andriy Myronenko Dong Yang Yufan He Daguang Xu 19 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 30 13 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 63 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 112 2 0 30 Sep 2023
Abdominal multi-organ segmentation in CT using Swinunter Mingjin Chen Yongkang He Yongyi Lu ViT OOD MedIm 27 0 0 28 Sep 2023
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction M. Shakya Bishesh Khanal 77 1 0 24 Sep 2023