@article{mehra2007global,
  title={Global public health problem of sudden cardiac death},
  author={Mehra, Rahul},
  journal={Journal of electrocardiology},
  volume={40},
  number={6},
  pages={S118--S122},
  year={2007},
  publisher={Elsevier}
}

@INPROCEEDINGS{CathSeg,
  author={Yang, Hongxu and Shan, Caifeng and Kolen, Alexander F. and N. de With, Peter H.},
  booktitle={2019 IEEE International Conference on Image Processing (ICIP)}, 
  title={Automated Catheter Localization in Volumetric Ultrasound Using 3D Patch-Wise U-Net with Focal Loss}, 
  year={2019},
  volume={},
  number={},
  pages={1346-1350},
  keywords={Catheters;Three-dimensional displays;Image segmentation;Training;Solid modeling;Noise measurement;Feature extraction;3D ultrasound;Catheter localization;3D U-Net;Dense sampling;Focal loss},
  doi={10.1109/ICIP.2019.8803045}
}

@article{AFDamage,
    author = {Laila Staerk and Jason A. Sherer and Darae Ko and Emelia J. Benjamin and Robert H. Helm},
    title = {Atrial Fibrillation: Epidemiology, Pathophysiology, and Clinical Outcomes},
    journal = {Circulation Research},
    year = {2017},
    volume = {120(9)},
    pages = {1501–1517}
}


@article{Zhou_2021,
	doi = {10.1109/jproc.2021.3054390},  
	url = {https://doi.org/10.1109%2Fjproc.2021.3054390},  
	year = 2021,
	month = {may},  
	publisher = {Institute of Electrical and Electronics Engineers ({IEEE})},  
	volume = {109},  
	number = {5},  
	pages = {820--838},  
	author = {S. Kevin Zhou and Hayit Greenspan and Christos Davatzikos and James S. Duncan and Bram Van Ginneken and Anant Madabhushi and Jerry L. Prince and Daniel Rueckert and Ronald M. Summers},  
	title = {A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises},  
	journal = {Proceedings of the {IEEE}}
}

@article{nature2021,
  title={Catheter ablation for atrial fibrillation: current indications and evolving technologies},
  author={Parameswaran, Ramanathan and Al-Kaisey, Ahmed M and Kalman, Jonathan M},
  journal={Nature Reviews Cardiology},
  volume={18},
  number={3},
  pages={210--225},
  year={2021},
  publisher={Nature Publishing Group UK London}
}

@article{jama.2019.0692,
    author = {Mark, Daniel B. and Anstrom, Kevin J. and Sheng, Shubin and Piccini, Jonathan P. and Baloch, Khaula N. and Monahan, Kristi H. and Daniels, Melanie R. and Bahnson, Tristram D. and Poole, Jeanne E. and Rosenberg, Yves and Lee, Kerry L. and Packer, Douglas L. and for the CABANA Investigators},
    title = "{Effect of Catheter Ablation vs Medical Therapy on Quality of Life Among Patients With Atrial Fibrillation: The CABANA Randomized Clinical Trial}",
    journal = {JAMA},
    volume = {321},
    number = {13},
    pages = {1275-1285},
    year = {2019},
    month = {04},
    issn = {0098-7484},
    doi = {10.1001/jama.2019.0692},
    url = {https://doi.org/10.1001/jama.2019.0692},
    eprint = {https://jamanetwork.com/journals/jama/articlepdf/2728675/jama\_mark\_2019\_oi\_190009.pdf},
}
@misc{teed2020raft,
      title={RAFT: Recurrent All-Pairs Field Transforms for Optical Flow}, 
      author={Zachary Teed and Jia Deng},
      year={2020},
      eprint={2003.12039},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@INPROCEEDINGS{9879107,
  author={McCouat, James and Voiculescu, Irina},
  booktitle={2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, 
  title={Contour-Hugging Heatmaps for Landmark Detection}, 
  year={2022},
  volume={},
  number={},
  pages={20565-20573},
  doi={10.1109/CVPR52688.2022.01994}
}

@article{HQLandmark,
  title={Learning to localize cross-anatomy landmarks in x-ray images with a universal model},
  author={Zhu, Heqin and Yao, Qingsong and Xiao, Li and Zhou, S Kevin},
  journal={BME frontiers},
  volume={2022},
  year={2022},
  publisher={AAAS Science Partner Journal Program}
}

@misc{yao2021oneshot,
      title={One-Shot Medical Landmark Detection}, 
      author={Qingsong Yao and Quan Quan and Li Xiao and S. Kevin Zhou},
      year={2021},
      eprint={2103.04527},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{quan2021images,
      title={Which images to label for few-shot medical landmark detection?}, 
      author={Quan Quan and Qingsong Yao and Jun Li and S. Kevin Zhou},
      year={2021},
      eprint={2112.04386},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}

@misc{sam2023,
      title={Segment Anything}, 
      author={Alexander Kirillov and Eric Mintun and Nikhila Ravi and Hanzi Mao and Chloe Rolland and Laura Gustafson and Tete Xiao and Spencer Whitehead and Alexander C. Berg and Wan-Yen Lo and Piotr Dollár and Ross Girshick},
      year={2023},
      eprint={2304.02643},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@InProceedings{Sintel2012,
    author={Butler, Daniel J. and Wulff, Jonas and Stanley, Garrett B. and Black, Michael J.},
    title={A Naturalistic Open Source Movie for Optical Flow Evaluation},
    booktitle={Computer Vision -- ECCV 2012},
    year={2012},
    publisher={Springer Berlin Heidelberg},
    address={Berlin, Heidelberg},
    pages={611--625},
    isbn={978-3-642-33783-3}
}

@article{guo2013red,
  title={Red blood cell tracking using optical flow methods},
  author={Guo, Dongmin and Van de Ven, Anne L and Zhou, Xiaobo},
  journal={IEEE journal of biomedical and health informatics},
  volume={18},
  number={3},
  pages={991--998},
  year={2013},
  publisher={IEEE}
}

@article{russell2008labelme,
  title={LabelMe: a database and web-based tool for image annotation},
  author={Russell, Bryan C and Torralba, Antonio and Murphy, Kevin P and Freeman, William T},
  journal={International journal of computer vision},
  volume={77},
  pages={157--173},
  year={2008},
  publisher={Springer}
}
@misc{yao2020miss,
      title={Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection}, 
      author={Qingsong Yao and Zecheng He and Hu Han and S. Kevin Zhou},
      year={2020},
      eprint={2007.05225},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{unet2015,
      title={U-Net: Convolutional Networks for Biomedical Image Segmentation}, 
      author={Olaf Ronneberger and Philipp Fischer and Thomas Brox},
      year={2015},
      eprint={1505.04597},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{he2015deep,
      title={Deep Residual Learning for Image Recognition}, 
      author={Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun},
      year={2015},
      eprint={1512.03385},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{labelme,
    title={Labelme: Image Polygonal Annotation with Python},
    author={Wada Kentaro},
    url={https://github.com/wkentaro/labelme},
    doi={10.5281/zenodo.5711226}
}

@article{FlyingArtery,
title = {Optical flow estimation of coronary angiography sequences based on semi-supervised learning},
journal = {Computers in Biology and Medicine},
volume = {146},
pages = {105663},
year = {2022},
issn = {0010-4825},
doi = {https://doi.org/10.1016/j.compbiomed.2022.105663},
url = {https://www.sciencedirect.com/science/article/pii/S001048252200453X},
author = {Xiao-Lei Yin and Dong-Xue Liang and Lu Wang and Jian Xu and Dewei Han and Kang Li and Zhi-Yun Yang and Jun-Hui Xing and Jian-Zeng Dong and Zhao-Yuan Ma}
}

@InProceedings{ConTrack,
author="Demoustier, Marc
and Zhang, Yue
and Narasimha Murthy, Venkatesh
and Ghesu, Florin C.
and Comaniciu, Dorin",
title="ConTrack: Contextual Transformer for Device Tracking in X-Ray",
booktitle="Medical Image Computing and Computer Assisted Intervention -- MICCAI 2023",
year="2023",
pages="679--688",
}

@misc{mixformer,
      title={MixFormer: Mixing Features across Windows and Dimensions}, 
      author={Qiang Chen and Qiman Wu and Jian Wang and Qinghao Hu and Tao Hu and Errui Ding and Jian Cheng and Jingdong Wang},
      year={2022},
      eprint={2204.02557},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@InProceedings{RobustTrack,
author="Huang, Luojie
and Liu, Yikang
and Chen, Li
and Chen, Eric Z.
and Chen, Xiao
and Sun, Shanhui",
title="Robust Landmark-Based Stent Tracking in X-ray Fluoroscopy",
booktitle="Computer Vision -- ECCV 2022",
year="2022",
address="Cham",
pages="201--216"
}

@misc{STARK,
      title={Learning Spatio-Temporal Transformer for Visual Tracking}, 
      author={Bin Yan and Houwen Peng and Jianlong Fu and Dong Wang and Huchuan Lu},
      year={2021},
      eprint={2103.17154},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{ambrosini2017fully,
      title={Fully Automatic and Real-Time Catheter Segmentation in X-Ray Fluoroscopy}, 
      author={Pierre Ambrosini and Daniel Ruijters and Wiro J. Niessen and Adriaan Moelker and Theo van Walsum},
      year={2017},
      eprint={1707.05137},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@INPROCEEDINGS{Siamese,
  author={Li, Bo and Yan, Junjie and Wu, Wei and Zhu, Zheng and Hu, Xiaolin},
  booktitle={2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition}, 
  title={High Performance Visual Tracking with Siamese Region Proposal Network}, 
  year={2018},
  volume={},
  number={},
  pages={8971-8980},
  doi={10.1109/CVPR.2018.00935}
}

@inproceedings{xie2023videotrack,
  title={VideoTrack: Learning To Track Objects via Video Transformer},
  author={Xie, Fei and Chu, Lei and Li, Jiahao and Lu, Yan and Ma, Chao},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  pages={22826--22835},
  year={2023}
}

@INPROCEEDINGS{FWNet,
  author={Nguyen, Anh and Kundrat, Dennis and Dagnino, Giulio and Chi, Wenqiang and Abdelaziz, Mohamed E. M. K. and Guo, Yao and Ma, YingLiang and Kwok, Trevor M. Y. and Riga, Celia and Yang, Guang-Zhong},
  booktitle={2020 IEEE International Conference on Robotics and Automation (ICRA)}, 
  title={End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention}, 
  year={2020},
  volume={},
  number={},
  pages={9967-9973},
  doi={10.1109/ICRA40945.2020.9197307}
}

@ARTICLE{Ullah,
  author={Ullah, Ihsan and Chikontwe, Philip and Park, Sang Hyun},
  journal={IEEE Access}, 
  title={Real-Time Tracking of Guidewire Robot Tips Using Deep Convolutional Neural Networks on Successive Localized Frames}, 
  year={2019},
  volume={7},
  number={},
  pages={159743-159753},
  doi={10.1109/ACCESS.2019.2950263}
}

@ARTICLE{U-LanD,
  author={Jafari, Mohammad H. and Luong, Christina and Tsang, Michael and Gu, Ang Nan and Van Woudenberg, Nathan and Rohling, Robert and Tsang, Teresa and Abolmaesumi, Purang},
  journal={IEEE Transactions on Medical Imaging}, 
  title={U-LanD: Uncertainty-Driven Video Landmark Detection}, 
  year={2022},
  volume={41},
  number={4},
  pages={793-804},
  doi={10.1109/TMI.2021.3123547}
}

@ARTICLE{Flow-Seg,
  author={Xue, Wufeng and Cao, Heng and Ma, Junqiang and Bai, Ti and Wang, Tianfu and Ni, Dong},
  journal={IEEE Journal of Biomedical and Health Informatics}, 
  title={Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation}, 
  year={2022},
  volume={26},
  number={12},
  pages={6105-6115},
  doi={10.1109/JBHI.2022.3221429}
}

@misc{FlowReg,
      title={FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow}, 
      author={Sergiu Mocanu and Alan R. Moody and April Khademi},
      year={2021},
      eprint={2101.09639},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

