Image-level supervision and self-training for transformer-based
cross-modality tumor segmentation

Image-level supervision and self-training for transformer-based cross-modality tumor segmentation

17 September 2023

Malo de Boisredon

Eugene Vorontsov

Samuel Kadoury

Papers citing "Image-level supervision and self-training for transformer-based cross-modality tumor segmentation"

19 / 19 papers shown

Title
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation Bogyeong Kang Hye-Young Nam Ji-Wung Han Keun-Soo Heo Tae-Eui Kam MedIm 44 7 0 27 Mar 2023
A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark Yunhe Gao Mu Zhou Ding Liu Zhennan Yan Shaoting Zhang Dimitris N. Metaxas ViT MedIm 54 69 0 28 Feb 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 112 1,112 0 04 Jan 2022
Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training Hexin Dong Fei Yu Jie Zhao Bin Dong Li Zhang OOD 94 16 0 29 Sep 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 164 70 0 06 Aug 2021
Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth Bo Zhou Chi Liu James S. Duncan MedIm 66 18 0 12 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 43 590 0 27 May 2021
Cycle Self-Training for Domain Adaptation Hong Liu Jianmin Wang Mingsheng Long 93 177 0 05 Mar 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 92 546 0 18 Feb 2021
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation Yuliang Zou Zizhao Zhang Han Zhang Chun-Liang Li Xiao Bian Jia-Bin Huang Tomas Pfister 57 296 0 19 Oct 2020
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 268 2,384 0 11 Nov 2019
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation E. Panfilov A. Tiulpin S. Klein M. Nieminen S. Saarakkala OOD 53 78 0 12 Aug 2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation O. Cheng Konstantinos Kamnitsas C. Biffi Jinming Duan Daniel Rueckert OOD 43 95 0 05 Jul 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 89 1,134 0 23 May 2019
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge Spyridon Bakas M. Reyes Andras Jakab Stefan Bauer Markus Rempfler ... Jayashree Kalpathy-Cramer Keyvan Farahani Christos Davatzikos Koen van Leemput Bjoern Menze 111 1,628 0 05 Nov 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 114 225 0 15 Oct 2018
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 48 206 0 11 Jun 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 66 2,008 0 10 Feb 2018
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 63 1,045 0 14 Aug 2016

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