Recovery of gastrointestinal tract motility detection using Naive Bayesian and minimum statistics
A method for detection of recovery of gastrointestinal track motility was proposed. Bowel activity statistics were obtained for patients who underwent abdominal surgery. Total burst duration and power in 100200Hz band showed high predictive power. Tested on 59h of recordings and 94.15% recognition accuracy was observed.
naive bayesian bowel sound electronic stethoscope real-time monitoring kernel density estimation