Diagnosis using medical imaging is an important example where machine learning works with diagnostic tools. Machine learning views the medical images, identifies areas that are unusual or abnormal, doing so without any bias that a medical professional may have. Machine learning is also being used to help doctors in treating unique cases of specific illnesses by providing them with suggestions on treatment protocols based on information gathered from other cases.