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This artificial intelligence (AI) approach was developed to allow doctors to better diagnose pneumonia patients, recognizing that an infection is present at its early onset. This AI healthcare system provides the doctor with more accurate patient information by using Deep Learning techniques to identify findings in x-ray images of different types of pneumonia on multiple machine learning models. Artificial intelligence will continue to assist doctors in diagnosing deadly illnesses more accurately and faster, saving patients' lives.