iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images

21 December 2021

Papers citing "iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images"

26 / 26 papers shown

Title
Downstream Analysis of Foundational Medical Vision Models for Disease Progression Basar Demir Soumitri Chattopadhyay Thomas Hastings Greer Boqi Chen Marc Niethammer MedIm 40 0 0 21 Mar 2025
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI Segmentation Meng Ye Bingyu Xin L. Axel Dimitris N. Metaxas 16 0 0 30 Oct 2024
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data Nishchal Sapkota Yejia Zhang Zihao Zhao Maria Gomez Yuhan Hsi ... Meng Wu E. Jabs J. Richtsmeier S. M. Perrine D. Z. Chen AI4CE 18 0 0 16 Oct 2024
Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics Yongcheng Yao Weitian Chen MedIm 20 0 0 11 Sep 2024
TraceNet: Segment one thing efficiently Mingyuan Wu Zichuan Liu Haozhen Zheng Hongpeng Guo Bo Chen Xin Lu Klara Nahrstedt 31 0 0 21 Jun 2024
Adapting the Segment Anything Model During Usage in Novel Situations Robin Schon Julian Lorenz K. Ludwig Rainer Lienhart VLM 24 7 0 12 Apr 2024
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods Zdravko Marinov Moon S. Kim Jens Kleesiek Rainer Stiefelhagen 30 0 0 02 Apr 2024
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Qin Liu Jaemin Cho Mohit Bansal Marc Niethammer VLM 17 4 0 31 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 31 9 0 25 Mar 2024
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management Albert J. Miao Shan Lin Jingpei Lu Florian Richter Benjamin T Ostrander E. Funk Ryan K. Orosco Michael C. Yip 14 2 0 24 Mar 2024
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation Nishchal Sapkota Yejia Zhang S. M. Perrine Yuhan Hsi Sirui Li ... Greg Holmes Abdul-Rauf Abdulai E. Jabs J. Richtsmeier Danny Z Chen MedIm 13 2 0 06 Feb 2024
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 16 1 0 12 Dec 2023
Sliding Window FastEdit: A Framework for Lesion Annotation in Whole-body PET Images Matthias Hadlich Zdravko Marinov Moon S. Kim Enrico Nasca Jens Kleesiek Rainer Stiefelhagen MedIm 19 1 0 24 Nov 2023
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 24 16 0 23 Nov 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design Dominik Engel Leon Sick Timo Ropinski ViT 6 0 0 04 Sep 2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation Ao Chang Xing Tao Xin Yang Yuhao Huang Xinrui Zhou Jiajun Zeng Ruobing Huang Dong Ni VLM 11 1 0 26 Aug 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 10 28 0 17 May 2023
AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation Jiacheng Lin Jiajun Chen Kailun Yang Alina Roitberg Siyu Li Zhiyong Li Shutao Li 26 16 0 07 May 2023
Exploring Cycle Consistency Learning in Interactive Volume Segmentation Qin Liu Meng Zheng Benjamin Planche Zhong Gao Terrence Chen Marc Niethammer Ziyan Wu 33 3 0 11 Mar 2023
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 22 107 0 20 Oct 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 33 56 0 13 Aug 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 11 18 0 02 Jun 2022
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Xiangde Luo Guotai Wang Tao Song Jingyang Zhang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 43 96 0 25 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation Yundong Zhang Huiye Liu Qiang Hu ViT MedIm 198 869 0 16 Feb 2021
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 187 3,480 0 20 Aug 2019