v7labs/covid-19-xray-dataset
12000+ manually drawn pixel-level lung segmentations, with and without covid
This dataset offers over 6,500 chest X-ray images, including 517 COVID-19 cases, each with meticulously drawn pixel-level lung segmentations. It provides classified X-rays (viral, bacterial, fungal pneumonia, or healthy) and additional patient metadata for COVID-19 cases, such as age, sex, and outcome. Radiologists, medical researchers, and AI developers can use this data to train and validate models for chest X-ray analysis.
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Use this if you need high-quality, human-annotated chest X-ray images with detailed lung segmentations to develop or test machine learning models for pneumonia or COVID-19 detection.
Not ideal if you are looking for a diagnostic tool for clinical use, as this dataset is explicitly not intended for clinical diagnostics.
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Jul 02, 2021
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