Algorithm for characteristic parameter estimation of gastric impedance spectra in humans.
Impedance spectroscopy has been proposed as a method of monitoring mucosal injury due to hypoperfusion and ischemia in the critically ill. The present paper presents an algorithm developed to calculate the characteristic electrical values that best describe human gastric impedance measurements and simplify the information obtained with this method. An impedance spectroscopy probe and nasogastric tube (ISP/NGT) was placed into the stomach of healthy volunteers, cardiovascular surgery and critically ill patients, and a database with 16199 spectra was obtained. The gastric spectrum forms two semi circles in the complex domain, divided into low frequency (F < 10 kHz) and high frequency (F > 10 kHz). A fitting algorithm was developed based on the Cole model, and central characteristic parameters were calculated. The parameters were validated using the normalized mean squared error and 0.66% of the spectra were discarded. From the experimental data obtained in humans, the greatest changes observed as the gastric mucosa becomes ischemic occur at low frequencies, which are specific and sensitive to tissue damage, and vary with the degree of hypoperfusion.
Beltrán
Nohra E
NE
Member, IEEE, Innovamédica, Mexico City, Mexico. phone: 5255-55684975; fax: 5255-55683407 e-mail: nohra.beltran@innovamedica.com.mx.
de Folter
Jozefus J M
JJ
Godínez
María M
MM
Díaz
Ursina
U
Sacristán
Emilio
E
D013504:Cardiovascular Surgical Procedures; D016638:Critical Illness; D016208:Databases, Factual; D017097:Electric Impedance; D005260:Female; D005753:Gastric Mucosa / Q000098:blood supply* / Q000293:injuries / Q000503:physiopathology; D006801:Humans; D007511:Ischemia / Q000503:physiopathology*; D008297:Male; D008954:Models, Biological; D011237:Predictive Value of Tests; D013057:Spectrum Analysis