You are working on a data pipeline that processes data from a healthcare provider. The data includes patient records with sensitive information. You have been tasked with ensuring the data quality of the patient records dataset. Describe the steps you would take to run data quality checks on the patient records dataset and explain how you would define data quality rules to ensure the data is accurate and complete.