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"

23 / 423 papers shown

Title
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 57 43 0 23 Jul 2022
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes Joomee Song Juyoung Hahm Jisoo Lee Chae Yeon Lim M. Chung J. Youn J. Cho J. H. Ahn Kyungsu Kim 29 9 0 23 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers Bastian Wittmann Fernando Navarro Suprosanna Shit Bjoern Menze ViT MedIm 74 10 0 21 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 84 78 0 15 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 68 24 0 04 Jul 2022
COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings Daniel Kienzle Julian Lorenz Robin Schon K. Ludwig Rainer Lienhart 3DPC 59 14 0 30 Jun 2022
Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions Mingzhe Hu Jiahan Zhang L. Matkovic Tian Liu Xiaofeng Yang OffRL 66 55 0 28 Jun 2022
AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation Yuanfeng Ji Haotian Bai Jie Yang Chongjian Ge Ye Zhu ... Zhuguo Li Lingyan Zhang Wanling Ma Xiang Wan Ping Luo OOD 106 324 0 16 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 175 46 0 02 Jun 2022
The Fully Convolutional Transformer for Medical Image Segmentation Athanasios Tragakis Chaitanya Kaul Roderick Murray-Smith D. Husmeier ViT MedIm 56 63 0 01 Jun 2022
Super Images -- A New 2D Perspective on 3D Medical Imaging Analysis I. Sobirov Numan Saeed Mohammad Yaqub MedIm 34 2 0 05 May 2022
Application of belief functions to medical image segmentation: A review Ling Huang S. Ruan Thierry Denoeux EDL MedIm 78 31 0 03 May 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 99 41 0 26 Apr 2022
Masked Image Modeling Advances 3D Medical Image Analysis Zekai Chen Devansh Agarwal Kshitij Aggarwal Wiem Safta Samit Hirawat V. Sethuraman Mariann Micsinai Balan Kevin Brown 81 74 0 25 Apr 2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces Simon Dahan Hao Xu Logan Z. J. Williams Abdulah Fawaz Chunhui Yang ... A. Edwards M. Glasser Alistair Young Daniel Rueckert E. C. Robinson ViT MedIm 72 0 0 07 Apr 2022
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation Wentao Liu Tong Tian Weijing Xu Huihua Yang Xipeng Pan Songlin Yan Lemeng Wang ViT MedIm 69 53 0 09 Mar 2022
Characterizing Renal Structures with 3D Block Aggregate Transformers Xin Yu Yucheng Tang Yinchi Zhou Riqiang Gao Qi Yang ... Yuankai Huo Zhoubing Xu Thomas A. Lasko R. Abramson Bennett A. Landman MedIm ViT 83 3 0 04 Mar 2022
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 131 72 0 28 Feb 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 79 38 0 24 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen ViT MedIm 132 276 0 24 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 195 709 0 24 Jan 2022
nnFormer: Interleaved Transformer for Volumetric Segmentation Hong-Yu Zhou J. Guo Yinghao Zhang Lequan Yu Liansheng Wang Yizhou Yu ViT MedIm 89 334 0 07 Sep 2021
Deep and Statistical Learning in Biomedical Imaging: State of the Art in 3D MRI Brain Tumor Segmentation K. R. M. Fernando Cris P Tsokos 65 54 0 09 Mar 2021