Inclusion Criteria:  Adults over 18 years of age. Undergoing anesthesia-assisted endoscopic procedures. Able to give appropriate consent to the study or have an appropriate representative to do so.  Exclusion Criteria:  Pregnancy. Physical deformity, wound, or dressing preventing placement of a wearable device on the wrist. Allergy to aluminum, nickel or acrylate.