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ieee8023 / covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.
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New to AI #97

Open muammara opened 4 years ago

muammara commented 4 years ago

I'm new to the whole CV thing.. I was trying to apply fastai library into the datastest, but before I got into the exercise I found out that the sample is very skewed toward COVID19 For example you have 278 labeled as COVID19 and another 12 labeled as COVID19 and another label, which makes it 290 samples out of 354. I hope that we will be able to get more sample for others.

ilmimris commented 4 years ago

Hi @muammara you can check another dataset to get more samples for COVID19 negative or healthy.

ieee8023 commented 4 years ago

Just don't use the pediatric X-ray pneumonia dataset as normal examples. The model will likely confound age to predict and not be useful.

NickCube commented 3 years ago

@ilmimris Hi! I am new to git hub and I am looking for samples with COVID-19 and healthy. I am not able to see where the labels are. Could you please guide me through this?

ieee8023 commented 3 years ago

Start by reading this paper: https://arxiv.org/abs/2006.11988

Then go over this notebook to load data: https://colab.research.google.com/drive/1A-gIZ6Xp-eh2b4CGS6BHH7-OgZtyjeP2

NickCube commented 3 years ago

Thank you so much! I'm doing a research project!

NickCube commented 3 years ago

@ieee8023 I have never use the google colab thing, how does it work

ieee8023 commented 3 years ago

There should be many youtube videos about how to use it.

NickCube commented 3 years ago

Okay! Im also using machine learning for kids. But which files are only covid patients @ieee8023