Results: In this study, 53 features of patients' records were used (The maximum number of features used in previous studies were 48 features, which compared to them, 5 new features were included in the study) for which a P-value was calculated. Finally, features with a P<0.05 (Indicates the level of significance of the variable) were selected. Then, three data mining algorithms, logistic regression, neural networks and decision tree (the most repetitive data mining algorithms based on previous studies) were used to predict blood pressure. Also, using the criteria of accuracy, precision, sensitivity and F function, the performance of three prediction algorithms in data mining was evaluated.
Conclusion: Six features with P<0.05 were selected that the logistic regression model was more accurate, which was presented as the final model for predicting increased blood pressure fluctuations with path coefficients. |
Results: 1642 infants (57.7%) were boys and 1205 infants (42.3%) were girls. Mean and standard deviation of bilirubin in values less than 20 mg/dl in boys was 17.20±2.48 mg/dl and in girls was 16.54±2.80 mg/dl (P=0.000), birth weight was 3.16±0.49 (kg) for boys and 3.07±0.45 for girls (P=0.000). In two groups of male and female infants, age (P=0.004), direct bilirubin (P=0.001), direct and indirect Coombs (P=0.000), and G6PD enzyme deficiency (P=0.000) had a significant difference. Acute kernicterus was reported in 25 (2.03%) boys and 4 (0.46%) girls (P<0.001). In the two-year follow-up, 23 boys (1.9%) and 11 girls (1.28%) had developmental delay (P<0.05).
Conclusion: The incidence of jaundice in male infants was higher than female infants, which is probably due to a higher prevalence of G6PD deficiency in boys. The severity of jaundice was higher in boys less than 20 mg/dl. Jaundice has a worse prognosis in male infants. |
Results: The results show that 161 newborns (28.90%) had normal mothers, 89 newborns (15.98%) had diabetic mothers, 117 newborns (21.01%) had hypertensive mothers, and 50 newborns (8.98%) had hypothyroid mothers. One hundred tweny newborns (21.72%) had mothers with preeclampsia, 19 newborns (3.41%) had mothers with epilepsy. Newborns with mothers with epilepsy had the lowest Apgar score of the first minute and the lowest gestational age and newborns with mothers with diabetes had the lowest Apgar score of the fifth minute. Mothers with hypothyroidism had the highest rate of premature rupture of the membranes and mothers with hypertension and preeclampsia had the highest incidence of cesarean section.
Conclusion: Maternal diseases including diabetes, hypertension, preeclampsia, hypothyroidism and epilepsy affect the prognosis of neonates in terms of the severity of prematurity, premature rupture of the membranes, type of delivery, Apgar scores of the first and fifth minutes. Therefore, proper control and treatment of these diseases may improve neonatal prognosis. |
Results: Out of 152 patients, 64(42.1%) were men and 88(57.9%) were women. The average in the group that had a successful CPR was 60.75 years and in the group that had an unsuccessful CPR was 68.27 years. 13.7% of all CPRs occurred during shift change. The number of CPR was 11 cases (7.2%) in changing night shift to morning, six cases (3.9%) in changing evening shift to night, and four cases (2.6%) in changing evening to night shift. Most of the patients who underwent CPR were patients with internal diseases.
Conclusion: In this study, the final success rate of CPR was close to other studies. These results indicate that performing CPR is considered at any time. However, the reasons for the failure of the rehabilitation operation should be looked for in other factors. These factors can include updating nursing and medical team’s knowledge in the field of resuscitation, experience and skills of the resuscitation team, and periodic training of the resuscitation team, which should be considered regularly in order to reduce unsuccessful cases. |
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