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EyePACS AIROGS pre-processing #32

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abhirooptalasila opened this issue Jan 20, 2024 · 3 comments
Closed

EyePACS AIROGS pre-processing #32

abhirooptalasila opened this issue Jan 20, 2024 · 3 comments

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@abhirooptalasila
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Hi
Can you give more details/code on how the images in AIROGS were pre-processed to make the light-V2 version?

@TheBeastCoding
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There is no major changes in the preprocessing compared to v1. I simply downscaled images to 512x512 pixels instead of 256x256 pixels after the pixel selection process.

@abhirooptalasila
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Where can I find the preprocessing code for v1?

@TheBeastCoding
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TheBeastCoding commented Jan 20, 2024

There is no code available, but there is a paper on the process here:
https://ieeexplore.ieee.org/abstract/document/10270429

Additionally, I have updated the about section in the EyePACS-light-v2 for you to provide a high level overview of the preprocessing steps:
https://www.kaggle.com/datasets/deathtrooper/glaucoma-dataset-eyepacs-airogs-light-v2

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