covid-chestxray-dataset
covid-chestxray-dataset copied to clipboard
Masks of problematic areas (ground glass opacity, ect) in chest radiography
Are there any chest radiography datasets with masks of COVID correlates like GGO, or at least bounding boxes. I only found one article, Weakly Labeled Data Augmentation for Deep Learning: A Study on COVID-19 Detection in Chest X-Rays, but no links to datasets. I found quite a few for CT scans, but I need for chest x-rays too.
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.
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?
Here are masks for the RSNA pneumonia dataset: https://github.com/mlmed/torchxrayvision/blob/master/scripts/xray_masks.ipynb
Here are masks for the RSNA pneumonia dataset: https://github.com/mlmed/torchxrayvision/blob/master/scripts/xray_masks.ipynb
Awsm thanks!
If you find anymore mask datasets please share!
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
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/