TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

8 February 2021

ArXiv (abs)PDF HTML Github (2787★)

Papers citing "TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation"

50 / 1,040 papers shown

Title
MiSuRe is all you need to explain your image segmentation Syed Nouman Hasany Fabrice Mériaudeau Caroline Petitjean 39 2 0 18 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 Benlin Liu MedIm 123 2 0 15 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
Neuro-TransUNet: Segmentation of stroke lesion in MRI using transformers Muhammad Nouman M. Mabrok Essam A. Rashed 53 3 0 10 Jun 2024
GCtx-UNet: Efficient Network for Medical Image Segmentation Khaled Alrfou Tian Zhao ViT MedIm 65 3 0 09 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
Medical Vision Generalist: Unifying Medical Imaging Tasks in Context Sucheng Ren Xiaoke Huang Xianhang Li Junfei Xiao Jieru Mei Zeyu Wang Alan Yuille Yuyin Zhou MedIm 89 9 0 08 Jun 2024
Exploring Multilingual Large Language Models for Enhanced TNM classification of Radiology Report in lung cancer staging Hidetoshi Matsuo Mizuho Nishio Takaaki Matsunaga Koji Fujimoto Takamichi Murakami LM&MA 86 5 0 05 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 143 145 0 05 Jun 2024
Quality Sentinel: Estimating Label Quality and Errors in Medical Segmentation Datasets Yixiong Chen Zongwei Zhou Alan Yuille 81 2 0 01 Jun 2024
A-SDM: Accelerating Stable Diffusion through Model Assembly and Feature Inheritance Strategies Jinchao Zhu Yuxuan Wang Siyuan Pan Pengfei Wan Di Zhang Gao Huang 87 0 0 31 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation Qi Zhang Guohua Geng Long-He Yan Pengbo Zhou Zhaodi Li Kang Li Qinglin Liu DiffM 104 1 0 30 May 2024
Federated and Transfer Learning for Cancer Detection Based on Image Analysis Amine Bechar Y. Elmir Yassine Himeur Rafik Medjoudj Abbes Amira MedIm 88 4 0 30 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 114 20 0 28 May 2024
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Weiwen Wu ... Kuangyu Shi Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 68 0 0 27 May 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 114 6 0 27 May 2024
Understanding differences in applying DETR to natural and medical images Yanqi Xu Yiqiu Shen C. Fernandez‐Granda Laura Heacock Krzysztof J. Geras MedIm 118 3 0 27 May 2024
MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation Chunyu Yuan Dongfang Zhao S. Agaian Mamba 71 5 0 24 May 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 139 16 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 103 28 0 21 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan Swalpa Kumar Roy Tianyang Wang MedIm 76 3 0 20 May 2024
Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation Xiaolu Kang Zhuoqi Ma Kang Liu Yunan Li Qiguang Miao 80 3 0 18 May 2024
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI Yirong Zhou Chengyan Wang Mengtian Lu Kunyuan Guo Zi Wang ... Liuhong Zhu Jianjun Zhou Congbo Cai He Wang Xiaobo Qu 99 1 0 17 May 2024
VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons Zhen Chen Xingjian Luo Jinlin Wu Danny Tat Ming Chan Zhen Lei Jinqiao Wang Sebastien Ourselin Hongbin Liu 84 4 0 14 May 2024
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images Mukaffi Bin Moin Mohammad Shafiul Alam Pronay Debnath Asif Iftekher Fahim Faisal Muhammad Shah 62 8 0 12 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 127 53 0 11 May 2024
Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention Ju-Hyeon Nam Nur Suriza Syazwany Su Jung Kim Sang-Chul Lee MedIm 42 12 0 10 May 2024
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak M. Antalek ... Alpay Medetalibeyoglu Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci MedIm 54 2 0 10 May 2024
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation Jiashu Xu Mamba 88 11 0 08 May 2024
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentation Viet-Thanh Nguyen Van-Truong Pham Thi-Thao Tran Mamba 94 5 0 05 May 2024
SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation Yunsong Yang Genji Yuan Jinjiang Li VOS 61 24 0 03 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 95 11 0 02 May 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 95 10 0 02 May 2024
DmADs-Net: Dense multiscale attention and depth-supervised network for medical image segmentation Zhaojin Fu Zheng Chen Jinjiang Li Lu Ren MedIm 49 1 0 01 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
Rethinking Attention Gated with Hybrid Dual Pyramid Transformer-CNN for Generalized Segmentation in Medical Imaging F. Bougourzi Fadi Dornaika Abdelmalik Taleb-Ahmed Vinh Truong Hoang MedIm ViT 71 2 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
Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation Tanvi Deshpande Eva Prakash E. Ross C. Langlotz Andrew Ng Jeya Maria Jose Valanarasu MedIm SyDa VLM 73 1 0 25 Apr 2024
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 67 0 0 25 Apr 2024
Multimodal Information Interaction for Medical Image Segmentation Xinxin Fan Lin Liu Haoran Zhang 48 1 0 25 Apr 2024
Light-weight Retinal Layer Segmentation with Global Reasoning Xiang He Weiye Song Yiming Wang Fabio Poiesi Ji Yi M. Desai Quanqing Xu Kongzheng Yang Yi Wan MedIm 3DV 59 12 0 25 Apr 2024
MAS-SAM: Segment Any Marine Animal with Aggregated Features Tianyu Yan Zifu Wan Xinhao Deng Pingping Zhang Yang Liu Huchuan Lu 78 8 0 24 Apr 2024
Ultrasound Nodule Segmentation Using Asymmetric Learning with Simple Clinical Annotation Xingyue Zhao Zhongyu Li Xiangde Luo Peiqi Li Peng Huang ... Yang Liu Jihua Zhu Meng Yang Shih-Wei Chang Jun Dong 59 4 0 23 Apr 2024
A Multimodal Feature Distillation with CNN-Transformer Network for Brain Tumor Segmentation with Incomplete Modalities Ming Kang F. F. Ting Raphaël C.-W. Phan Zongyuan Ge Chee-Ming Ting 73 4 0 22 Apr 2024
Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental Fluorosis Yun Wu Hao Xu Maohua Gu Zhongchuan Jiang Jun Xu Youliang Tian MedIm AI4CE 30 1 0 21 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 75 2 0 20 Apr 2024
Transformer-Based Classification Outcome Prediction for Multimodal Stroke Treatment Danqing Ma Meng Wang Ao Xiang Zongqing Qi Qin Yang 72 19 0 19 Apr 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 63 0 0 18 Apr 2024
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer Seyed Mohammad Reza Modaresi A. Osmani Mohammadreza Razzazi A. Chibani SSeg 86 1 0 17 Apr 2024
AKGNet: Attribute Knowledge-Guided Unsupervised Lung-Infected Area Segmentation Qing En Yuhong Guo 65 0 0 17 Apr 2024