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CXR image quality assessment dataset #123

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houjunlin opened this issue Feb 28, 2023 · 3 comments
Open

CXR image quality assessment dataset #123

houjunlin opened this issue Feb 28, 2023 · 3 comments

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@houjunlin
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Dear colleagues, is there any CXR dataset that contains image quality assessment label? Thanks a lot!

@ieee8023
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I just came across this dataset: https://miccai2021.org/openaccess/paperlinks/2021/09/01/364-Paper1644.html (I just now emailed the authors for access).

Let me know if you find any other ones so I can add them to the library!

@ieee8023
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As used in this work: https://proceedings.mlr.press/v143/ozer21a.html the Object CXR dataset could be used a proxy.

Here is the dataloader for that dataset: https://github.com/mlmed/torchxrayvision/blob/master/torchxrayvision/datasets.py#L1768 and the dataset is available here: https://academictorrents.com/details/fdc91f11d7010f7259a05403fc9d00079a09f5d5

@houjunlin
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Thank you very much for providing me with helpful information. I have also sent an email for accessing CXIQ dataset and am waiting for a response. It seems that there are still relatively few datasets available for CXR image quality assessment. I will continue to keep an eye on this.

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