Complete the Google Form to access the Github where you can download the hidden Rad dataset. (Google Form)
Then we will send the access right.
For the sample study, the first release data sample is open in the public github directory:
for task 1, go to https://github.com/hidden-rad/Task1. (MIMIC license is required.)
for task 2, go to https://github.com/hidden-rad/Task2.
To obtain a MIMIC license, please follow the instructions below. If you already have a MIMIC license and need the MIMIC-CXR image, please refer to the 'readme.md' in the 'MIMIC_data' repository on Github: https://github.com/hidden-rad/MIMIC_data.
This dataset is a public dataset distributed by physionet under MIMIC-CXR. In order to use the dataset, it is necessary to perform relevant training and obtain permission for use authentication from the data organizer, MIT. Since the dataset itself corresponds to a human body-derived material and contains a considerable amount of personal information, the screening process and training procedure are as follows.
1. Physionet membership: Membership registration is performed through the URL below.
https://physionet.org/register/
2. The training required for data consists of CITI courses, a detailed introduction to which can be found at https://physionet.org/about/citi-course/ (must read).
3. To take the CITI course, you will need to create an account at https://about.citiprogram.org/ , and there are a few things to keep in mind.
You need to “Add affiliation” in “My Courses”, please search for “Massachusetts Institute of Technology Affiliates” to register. You can also register as an “independent learner” and pay the fee.
When registering by email, use your institutional address, not your personal address, if possible.
Answer questions 1-3 to take the “Data or Specimens Only Research” course. For question 5, answer “yes” to “conflict of interest”.
It may take a while to confirm your enrollment afterward.
4. Education is a form of examination based on electronic documents, and the training site is https://www.citiprogram.org/members/index.cfm?pageID=50. There is a wide variety of training, but there is a list of things you need to do to get the data. The list of trainings can be found at the URL above.
5. Download Certification and Submit Certificates: You can download certification from "My Records" after completing all of the training. Subsequently, the downloaded certificate is submitted at https://physionet.org/settings/training/.
6. Create Data Utilization Consent: At the bottom of the link above https://physionet.org/content/mimic-cxr/2.1.0/, there is a final process including the contents introduced so far. If you click on the data usage agreement and sign in after logging in, a review is requested to MIT.
[1] Johnson, A., Pollard, T., Mark, R., Berkowitz, S., & Horng, S. (2024). MIMIC-CXR Database (version 2.1.0). PhysioNet. https://doi.org/10.13026/4jqj-jw95.
[2] Johnson, A.E.W., Pollard, T.J., Berkowitz, S.J., et al. (2019). MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports. Scientific Data, 6, 317. https://doi.org/10.1038/s41597-019-0322-0.
[3] 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, 101 (23), pp. e215–e220.