Datathon | Datasets
Introduction and and Access: https://mimic-iv.mit.edu/
Github Repository: https://github.com/MIT-LCP/mimic-iv
Documentation: https://github.com/MIT-LCP/mimic-iv/docs
When using this resource, please cite:
Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2020). MIMIC-IV (version 0.4). PhysioNet https://doi.org/10.13026/a3wn-hg05.
eICU-CRD Dataset
Introduction and Documentation: https://eicu-crd.mit.edu/about/eicu/
Github Repository: https://github.com/mit-eicu/eicu-code
When using this resource, please cite:
Pollard, T ,johnson, A., Raffia,]., Celi, L A., Badawi, 0., & Mark, R. (2019). eICU Collaborative Research Database (version 2.0). PhysioNet. https://doi.org/10 13026/C2WM1R. The elCU Collaborative Research Database, a freely available multi-center database for critical care research. Pollard TJ, _Johnson AEW, Raffa Celi LA, Mark RG and Badawi 0. Scientific Data (2018). DOI: http.//dx.doi.org/10.1038/sdata.2018.178.
MIMIC-III
Introduction and Documentation: https://physionet.org/content/mimiciii/1.4/
Github Repository: https://github.com/MIT-LCP/mimic-code
When using this resource, please cite:
Johnson, A., Pollard, T., & Mark, R. (2016). MIMIC-III Clinical Database (version 1.4). PhysioNet. https://doi.org/10.13026/C2XW26.
Additionally, please cite the original publication:
Please include the standard citation for PhysioNet:
Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., … & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220.
Data and Documentation https://physionet.org/content/mimic-cxr/2.0.0/
Data and Documentation: https://www.kaggle.com/nih-chest-xrays/data
When using this resource, please cite:
Data and Documentation: https://data.mendeley.com/datasets/fgf86jdfg6/2
When using this resource, please cite:
Rafael-Patino, Jonathan; Girard, Gabriel; Truffet, Raphael; Pizzolato, Marco; Caruyer, Emmanuel; Thiran, Jean-Philippe (2022), “The Diffusion-Simulated Connectivity Dataset”, Mendeley Data, V2, doi: 10.17632/fgf86jdfg6.2
Data and Documentation: https://stanfordmlgroup.github.io/competitions/chexpert/
When using this resource, please cite:
https://arxiv.org/abs/1901.07031?utm_medium=email&utm_source=transaction
*Individual Data Access Request Required
Data and Documentation: https://paip2020.grand-challenge.org/
https://paip2020.grand-challenge.org/
*Individual Data Access Request Required
Data and Documentation: https://paip2021.grand-challenge.org/Home/
When using this resource, please cite: https://paip2021.grand-challenge.org/Home/
Data and Documentation: https://github.com/dashishi/LDPolypVideo-Benchmark
When using this resource, please cite:
Yiting. Ma, Xuejin. Chen, Kai. Cheng, Yang. Li and Bin. Sun. “LDPolypVideo Benchmark: A Large-scale Colonoscopy Video Dataset of Diverse Polyps”, Medical Image Computing and Computer Assisted Intervention Society, 2021
*Individual Data Access Request Required
Data and Documentation: https://mela.grand-challenge.org/
When using this resource, please cite:
3D Medical Image Dataset from Medical Segmentation Decatholon
Data and Documentation: http://medicaldecathlon.com/
When using this resource, please cite:
Data and Documentation: https://osf.io/t98fz/
When using this resource, please cite:
Data and Documentation: https://www.ub.edu/mnms/
When using this resource, please cite:
When using this resource, please cite:
https://arxiv.org/abs/2104.03178
https://arxiv.org/abs/2006.07164
*Individual Data Access Request Required
Data and Documentation:https://github.com/Chula-PIC-Lab/Chula-RBC-12-Dataset
When using this resource, please cite:
Data and Documentation: https://zenodo.org/record/4575314#.Y2lCWexBzep
When using this resource, please cite: https://doi.org/10.5281/zenodo.4575314
*Individual Data Access Request Required
Data and Documentation: https://paip2019.grand-challenge.org/
When using this resource, please cite:
Kim, Y. J., Jang, H., Lee, K., Park, S., Min, S. G., Hong, C., Park, J. H., Lee, K., Kim, J., Hong, W., Jung, H., Liu, Y., Rajkumar, H., Khened, M., Krishnamurthi, G., Yang, S., Wang, X., Han, C. H., Kwak, J. T., Ma, J., … Choi, J. (2021). PAIP 2019: Liver cancer segmentation challenge. Medical image analysis, 67, 101854. https://doi.org/10.1016/j.media.2020.101854
*Please reach out to the organizers individually if you are interested in using this dataset.
Data and Documentation: https://aggc22.grand-challenge.org/
https://aggc22.grand-challenge.org/