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LNQ2023 Dataset

@article{dorent2025lnq,
  title={LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification},
  author={Dorent, Reuben and Khajavi, Roya and Idris, Tagwa and Ziegler, Erik and Somarouthu, Bhanusupriya and Jacene, Heather and LaCasce, Ann and Deissler, Jonathan and Ehrhardt, Jan and Engelson, Sofija and Fischer, Stefan M. and Gu, Yun and Handels, Heinz and Kasai, Satoshi and Kondo, Satoshi and Maier-Hein, Klaus and Schnabel, Julia A. and Wang, Guotai and Wang, Litingyu and Wald, Tassilo and Yang, Guang-Zhong and Zhang, Hanxiao and Zhang, Minghui and Pieper, Steve and Harris, Gordon and Kikinis, Ron and Kapur, Tina},
  journal={Machine Learning for Biomedical Imaging},
  volume={3},
  note={MICCAI 2023 LNQ challenge special issue},
  pages={1--15},
  year={2025}
}

CTLN Dataset

@inproceedings{roth2014new,
  title={A new 2.5 D representation for lymph node detection using random sets of deep convolutional neural network observations},
  author={Roth, Holger R and Lu, Le and Seff, Ari and Cherry, Kevin M and Hoffman, Joanne and Wang, Shijun and Liu, Jiamin and Turkbey, Evrim and Summers, Ronald M},
  booktitle={International conference on medical image computing and computer-assisted intervention},
  pages={520--527},
  year={2014},
  organization={Springer}
}

Our preprocessed dataset

Below are only the images we have processed with corresponding annotations. We cropped the images to the lung region. Provided annotations contain all data we used (Full/Partial-Instance/Orthogonal Partial-Instance).

LNQ2023 Dataset

BaiduNetdisk: https://pan.baidu.com/s/1YPWDLlkdRcyZZgCpJZ2weA?pwd=0319

CTLN Dataset

BaiduNetdisk: https://pan.baidu.com/s/1iBYnbx_ZcvUxzCAlP9tKTA?pwd=0319

If you used the datasets we processed, please cite the following paper as well as the papers corresponding to the two datasets.

@inproceedings{wang2025reco,
  title={ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation},
  author={Wang, Litingyu and Ye, Ping and Liao, Wenjun and Zhang, Shichuan and Zhang, Shaoting and Wang, Guotai},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={507--517},
  year={2025},
  organization={Springer}
}