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in this demo I will show you how Mendel redact works this is a sample of a medical record you can see it on the left of source input on the right you will see the OCR and identification output Mendel cleans the image now you can see a clean version it removes the patients last name first name middle initial date of birth account number M RN when patient information appears again it also removes first name last name date of birth mrn it detects them in the context or out of context here it removes administration date [Music] but also it removes it in the middle of the text so if it encounters something like miss Roloff was admitted in the middle of the text it also removes if there is any pH I in the middle of the text it will be removed it also has the capability of removing PII or even Hospital information so it removes doctor and Hospital names as you see if thats a requirement this is just an example of what redact can do for one document we are capable of using it automatically