@article{Wang2024STSM2,
  title={STS MICCAI 2023 Challenge: Grand challenge on 2D and 3D semi-supervised tooth segmentation},
  author={Yaqi Wang and Yifan Zhang and Xiaodiao Chen and Shuai Wang and Dahong Qian and Fan Ye and Feng Xu and Hongyuan Zhang and Qianni Zhang and Chengyu Wu and Yunxiang Li and Weiwei Cui and Sha Luo and Chengkai Wang and Tianhao Li and Yi Liu and Xiang Feng and Huiyu Zhou and Dong-Liang Liu and Qixuan Wang and Zhouhao Lin and Wei Song and Yuanlin Li and Bing Wang and Chunshi Wang and Qiupu Chen and Mingqian Li},
  journal={ArXiv},
  year={2024},
  volume={abs/2407.13246},
  url={https://api.semanticscholar.org/CorpusID:271270695}
}


@book{Wang2024SemiSupervised,
  editor    = {Yaqi Wang and Xiaodiao Chen and Dahong Qian and Fan Ye and Shuai Wang and Hongyuan Zhang},
  title     = {Semi-supervised Tooth Segmentation: First MICCAI Challenge, SemiToothSeg 2023, Held in Conjunction
               with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings},
  series    = {Lecture Notes in Computer Science},
  year      = {2024},
  publisher = {Springer},
  address   = {Cham},
  isbn      = {978-3-031-72396-4},
  doi       = {10.1007/978-3-031-72396-4},
  url       = {https://link.springer.com/book/10.1007/978-3-031-72396-4},
  pages     = {X, 194},
  month     = oct
}


@article{Wang2025,
author = "Yaqi Wang and Yifan Zhang and Xiaodiao Chen and Shuai Wang and Dahong Qian and Fan Ye and Feng Xu and Hongyuan Zhang and Ruilong Dan and Qianni Zhang and Xingru Huang and Zhao Huang and Jun Liu and Zhiwen Zheng and Chengyu Wu and Yunxiang Li and Zhi Li and Zhean Ma and Weiwei Cui and Shan Luo and Chengkai Wang and Yifei Chen and Tianhao Li and Yi Liu and Xiang Feng and Jiaxue Ni and Dongyun Liu and Qixuan Wang and Zhouhao Lin and Wei Song and Yuanlin Li and Bing Wang and Chunshi Wang and Qiupu Chen and Mingqian Li and Huiyu Zhou and Qun Jin",
title = "{MICCAI 2023 STS Challenge: A retrospective study of semi-supervised approaches for teeth segmentation}",
year = "2025",
month = "7",
url = "https://figshare.le.ac.uk/articles/journal_contribution/MICCAI_2023_STS_Challenge_A_retrospective_study_of_semi-supervised_approaches_for_teeth_segmentation/29512100",
}


@article{codabench,
    title = {Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform},
    author = {Zhen Xu and Sergio Escalera and Adrien Pavão and Magali Richard and Wei-Wei Tu and Quanming Yao and Huan Zhao and Isabelle Guyon},
    journal = {Patterns},
    volume = {3},
    number = {7},
    pages = {100543},
    year = {2022}
} 

@article{nnunet,
  title={nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation},
  author={Isensee, Fabian and Jaeger, Paul F and Kohl, Simon AA and Petersen, Jens and Maier-Hein, Klaus H},
  journal={Nature methods},
  volume={18},
  number={2},
  pages={203--211},
  year={2021},
  publisher={Nature Publishing Group}
}

@inproceedings{george2025grad,
  title={Grad-CAM \& Grad-CAM++ for Explainable Oral Squamous Cell Carcinoma Detection using Deep Learning on Orthopantomograms},
  author={George, Ajo Babu and Bathini, Sadhvik and others},
  booktitle={2025 International Conference on Sensors and Related Networks (SENNET) Special Focus on Digital Healthcare (64220)},
  pages={1--6},
  year={2025},
  organization={IEEE}
}

@article{azad2024medical,
  title={Medical image segmentation review: The success of u-net},
  author={Azad, Reza and Aghdam, Ehsan Khodapanah and Rauland, Amelie and Jia, Yiwei and Avval, Atlas Haddadi and Bozorgpour, Afshin and Karimijafarbigloo, Sanaz and Cohen, Joseph Paul and Adeli, Ehsan and Merhof, Dorit},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2024},
  publisher={IEEE}
}

@article{pettit2022nnu,
  title={nnU-Net deep learning method for segmenting parenchyma and determining liver volume from computed tomography images},
  author={Pettit, Rowland W and Marlatt, Britton B and Corr, Stuart J and Havelka, Jim and Rana, Abbas},
  journal={Annals of Surgery Open},
  volume={3},
  number={2},
  pages={e155},
  year={2022},
  publisher={LWW}
}

@article{han2024deep,
  title={Deep semi-supervised learning for medical image segmentation: A review},
  author={Han, Kai and Sheng, Victor S and Song, Yuqing and Liu, Yi and Qiu, Chengjian and Ma, Siqi and Liu, Zhe},
  journal={Expert Systems with Applications},
  volume={245},
  pages={123052},
  year={2024},
  publisher={Elsevier}
}

@article{chen2022recent,
  title={Recent advances and clinical applications of deep learning in medical image analysis},
  author={Chen, Xuxin and Wang, Ximin and Zhang, Ke and Fung, Kar-Ming and Thai, Theresa C and Moore, Kathleen and Mannel, Robert S and Liu, Hong and Zheng, Bin and Qiu, Yuchen},
  journal={Medical image analysis},
  volume={79},
  pages={102444},
  year={2022},
  publisher={Elsevier}
}

@article{fedorov20123d,
  title={3D Slicer as an image computing platform for the Quantitative Imaging Network},
  author={Fedorov, Andriy and Beichel, Reinhard and Kalpathy-Cramer, Jayashree and Finet, Julien and Fillion-Robin, Jean-Christophe and Pujol, Sonia and Bauer, Christian and Jennings, Dominique and Fennessy, Fiona and Sonka, Milan and others},
  journal={Magnetic resonance imaging},
  volume={30},
  number={9},
  pages={1323--1341},
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  publisher={Elsevier}
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@article{zhang2023children,
  title={Children’s dental panoramic radiographs dataset for caries segmentation and dental disease detection},
  author={Zhang, Yifan and Ye, Fan and Chen, Lingxiao and Xu, Feng and Chen, Xiaodiao and Wu, Hongkun and Cao, Mingguo and Li, Yunxiang and Wang, Yaqi and Huang, Xingru},
  journal={Scientific Data},
  volume={10},
  number={1},
  pages={380},
  year={2023},
  publisher={Nature Publishing Group UK London}
}