Signal Processing of Heart Rate for Predicting Sepsis in Premature Neonates

The heart rate characteristic (HeRO score) is a figure derived from the analysis of premature neonate's electrocardiogram signals, and can be used to detect infection before the onset of clinical symptoms. The United States and Europe accept this diagnostic technique, but we require more tests to prove its efficacy. This method is not accepted in other developed countries so far. The present study aimed to investigate changes in the heart characteristics of two neonates in Akbar Abadi Hospital in Tehran. Experts chose one newborn as a sepsis case, and the other neonate was healthy. The results were analyzed and compared with previous studies. In this research, a group of five neonates was selected randomly from the neonatal intensive care unit, and cardiac leads were attached to them for recording heart rates. We selected two neonates from the five cases, as a case (proven sepsis) and control, to analyze heart rate variability (HRV). Then, we compared the differences in the heart rate of both neonates. Analysis of HRV of these two neonates showed that the pattern of HRV is compatible with reports from US studies. Considering the results of this study, heart rates and their analysis can provide useful indicators for mathematical modeling before the onset of clinical symptoms in newborns.

Seizure detection in EEG signals: a comparison of different approaches

In this paper, the performance of traditional variance-based method for detection of epileptic seizures in EEG signals are compared with various methods based on nonlinear time series analysis, entropies, logistic regression,discrete wavelet transform and time frequency distributions.We noted that variance-based method in compare to the mentioned methods had the best result (100%) applied on the same database.

Plasma catecholamines and N-terminal proBNP in patients with acute myocardial infarction undergoing primary angioplasty. Relation to left ventricular function and clinical outcome

BACKGROUND

Neither profiles nor prognostic values of neurohormonal markers have been prospectively evaluated in patients with acute myocardial infarction (AMI) undergoing primary angioplasty.

METHODS AND RESULTS

In 118 consecutive patients with AMI undergoing successful reperfusion (TIMI 2 and 3) by primary angioplasty, plasma concentrations of norepinephrine, epinephrine and N-terminal proBNP (NT-proBNP) were measured before, 60 min and 10 days after angioplasty. Catecholamine concentrations (mean+/-SEM) rose to a maximum in the first hour after angioplasty (norepinephrine: 602+/-44 ng/L, epinephrine: 213+/-24 ng/L) and returned to normal at day 10. Conversely, NT-proBNP levels maintained a further increase from 799+/-44 pmol/L at baseline to 924+/-54 pmol/L at day 10. A NT-proBNP concentration above median at 60 min post-angioplasty predicted major adverse cardiac events (n=27) during the 18-36 month follow-up with an odds ratio of 5.9 (1.7-20.3) and was superior to catecholamines, to left ventricular ejection fraction and to other established postinfarction risk markers.

CONCLUSIONS

In a low-risk cohort of patients with AMI undergoing successful reperfusion therapy, plasma NT-proBNP concentrations are elevated for at least ten days. The prognostic value of early plasma NT-proBNP should be further evaluated concerning its ability to facilitate risk stratification of infarct patients.