A successful protocol for the use of pulse oximetry to classify arterial oxygenation into four fuzzy categories.
Pulse oximetry is widely used in critical care medicine to noninvasively estimate arterial hemoglobin oxygen saturation. Despite the obvious benefits of using pulse oximetry to detect life threatening desaturations, it is unknown how well pulse oximetry is able to predict the finer graduations of arterial oxygenation needed for clinical decision making. A computerized protocol was developed for the use of pulse oximetry to classify arterial oxygenation into four fuzzy categories and tested in a prospective clinical trial which compared the oxygenation category assigned by the protocol to one assigned by a respiratory therapist. In 3,742 classifications from 15 patients over a seven month period, the protocol showed 96% agreement with the therapists in the direction of therapy and 75% agreement with the oxygenation classes assigned by the therapists.
Sailors
R M
RM
Pulmonary Division, LDS Hospital, Salt Lake City, UT 84143, USA.
East
T D
TD
Wallace
C J
CJ
Morris
A H
AH
D002985:Clinical Protocols; D003658:Decision Making, Computer-Assisted; D017143:Fuzzy Logic; D006801:Humans; D010092:Oximetry; D010100:Oxygen / Q000097:blood*; D011446:Prospective Studies; D012985:Software Design
D010100:Oxygen