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Prediction of Total Knee Replacement and Diagnosis of Osteoarthritis using Deep Learning on Knee Radiographs: Data from the Osteoarthritis Initiative

Home Page: https://pubs.rsna.org/doi/abs/10.1148/radiol.2020192091

License: GNU Affero General Public License v3.0

Python 100.00%
knee-osteoarthritis-analysis radiography osteoarthritis tkr-outcome knee kl-grade

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oai-xray-tkr-klg's Issues

Dataset Request

I have requested to access data in the Osteoarthritis Initiative but it takes 2 months from now the website is still not working
can you please share the dataset?

Improve Dataset Access Procedure

Hi,

I'm aware that you do not have permission to share/redistribute the dataset but from the paper, you used radiographs from Osteoarthritis Initiative (OAI), https://nda.nih.gov/oai/.

I followed the instruction at https://nda.nih.gov/oai/ to be granted access to their data:

  1. Create an NDA account
  2. Visit OAI Image Dashboard
  3. Download and "install" Download Manager (Beta)
  4. Use Download Manager (Beta) to download OAIBaselineImages.

The radiograph ID's reported by you could not be found in the copy of OAIBaselineImages that Osteoarthritis Initiative provided to me.

Screenshot 2021-09-24 at 10-04-37 Untitled - Jupyter Notebook

Could you clarify how I can request access to the images? Thanks!

Knee images in TestSets with _fix in their names.

In TestSets, some knee images filenames has _fix:

$ grep _fix *
1.csv:9382992,0,134,0,0,9382992_00m_LEFT_KNEE_fix.hdf5
1.csv:9511862,1,308,1,4,9511862_00m_RIGHT_KNEE_fix.hdf5
4.csv:9085790,0,38,1,3,9085790_00m_RIGHT_KNEE_fix.hdf5
4.csv:9087632,1,224,0,3,9087632_00m_LEFT_KNEE_fix.hdf5
5.csv:9157384,0,67,1,3,9157384_00m_RIGHT_KNEE_fix.hdf5
5.csv:9512864,1,268,0,4,9512864_00m_LEFT_KNEE_fix.hdf5
5.csv:9556402,0,197,0,4,9556402_00m_LEFT_KNEE_fix.hdf5
5.csv:9708759,1,284,0,4,9708759_00m_LEFT_KNEE_fix.hdf5
6.csv:9874820,0,324,0,3,9874820_00m_LEFT_KNEE_fix.hdf5
7.csv:9223980,0,88,0,1,9223980_00m_LEFT_KNEE_fix.hdf5
7.csv:9930342,1,330,1,3,9930342_00m_RIGHT_KNEE_fix.hdf5

None of the knee images extracted with ExtractKnee/preprocessing.py and ExtractKnee/output_00m.csv has _fix in their filename.

Could you provide details of how the knee images with _fix in their filename differ from the correspondent image without _fix in their filename? Thanks!

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