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ieee8023 avatar ieee8023 commented on July 17, 2024

Check out the last two annotations listed here: https://github.com/ieee8023/covid-chestxray-dataset#annotations I believe they have more than just lung annotations.

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AlexTS1980 avatar AlexTS1980 commented on July 17, 2024

Check out the last two annotations listed here: https://github.com/ieee8023/covid-chestxray-dataset#annotations I believe they have more than just lung annotations.

Thanks. I'm building a model that can generalize to arbitrary datasets. Do you know any CT/xray masks for non-COVID pneumonia cases?

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ieee8023 avatar ieee8023 commented on July 17, 2024

Here are masks for the RSNA pneumonia dataset: https://github.com/mlmed/torchxrayvision/blob/master/scripts/xray_masks.ipynb

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AlexTS1980 avatar AlexTS1980 commented on July 17, 2024

Here are masks for the RSNA pneumonia dataset: https://github.com/mlmed/torchxrayvision/blob/master/scripts/xray_masks.ipynb

Awsm thanks!

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ieee8023 avatar ieee8023 commented on July 17, 2024

If you find anymore mask datasets please share!

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AlexTS1980 avatar AlexTS1980 commented on July 17, 2024

Here are masks for the RSNA pneumonia dataset: https://github.com/mlmed/torchxrayvision/blob/master/scripts/xray_masks.ipynb

RSNA are more like bounding boxes than masks, but it's probably the best there is. The only x-ray lesion masks I found are these: https://github.com/GeneralBlockchain/covid-19-chest-xray-segmentations-dataset

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AlexTS1980 avatar AlexTS1980 commented on July 17, 2024

If you find anymore mask datasets please share!

I found a very good chest ct scan dataset that I used for my models (https://github.com/AlexTS1980/COVID-Single-Shot-Model) here: http://ncov-ai.big.ac.cn/download. It's 750 slices + pixel masks (lungs, GGO, C).

This dataset will hopefully be released soon: https://daa63e84b26d.ngrok.io/

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