A Machine Learning based Approach for Detection of Pneumonia by Analyzing Chest X-Ray Images

Subhalaxmi Das,Sateesh Kumar Pradhan,Sujogya Mishra,Sipali Pradhan,P. K. Pattnaik

2022 9th International Conference on Computing for Sustainable Global Development (INDIACom)（2022）

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摘要

Pneumonia is a thoracic illness that affects human lungs areas, and chest X-Rays mainly diagnose it. With the recent advances in soft computing techniques, various algorithmic approaches are used to predict Pneumonia which can save millions of lives by detecting illness early. This study uses machine learning techniques to analyze chest X-ray images and predict Pneumonia. We have proposed a model ...

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关键词

Support vector machines,Pulmonary diseases,Machine learning,Artificial neural networks,Receivers,Prediction algorithms,Mathematical models

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