CoronaHack -Chest X-Ray-Dataset
CoronaHack -Chest X-Ray-Dataset
Datasets
CoronaHack -Chest X-Ray-Dataset
File
CoronaHack -Chest X-Ray-Dataset
Use Case
CoronaHack -Chest X-Ray-Dataset
Description
Discover the comprehensive Chest X-ray dataset for developing machine learning models to classify healthy individuals and those affected by COVID-19, SARS, Streptococcus, and ARDS. Enhance AI applications for rapid and accurate respiratory disease diagnosis with this well-curated dataset.
Description:
The COVID-19 virus severely impacts the respiratory system, and chest X-rays have proven to be a crucial imaging method for identifying the presence of the virus. This dataset enables the development of machine learning models to classify chest X-rays of healthy individuals versus those affected by pneumonia, specifically due to COVID-19. Such models can significantly enhance AI applications aimed at rapid COVID-19 testing.
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This dataset includes a collection of chest X-rays from various patient categories: healthy individuals, patients with pneumonia caused by COVID-19, and patients with other respiratory conditions such as SARS (Severe Acute Respiratory Syndrome), Streptococcus infections, and ARDS (Acute Respiratory Distress Syndrome). Each category is well-represented to facilitate the training, validation, and testing of robust machine learning models for accurate diagnosis and differentiation between these conditions. This comprehensive dataset supports the advancement of AI-driven diagnostic tools, ultimately contributing to more efficient and accurate medical responses.
This dataset is sourced from Kaggle.
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