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Showing 4 results for Prognosis.

Monireh Hosseini, Zahra Manouchehri ,
Volume 79, Issue 12 (3-2022)
Abstract

Background: Fluctuations in blood pressure after induction of general anesthesia have played a significant role in complications of surgery. Therefore, the present study was performed by identifying the causes of blood pressure fluctuations after induction of anesthesia, predicting and preventing them.
Methods: For this study which is a retrospective cohort, data mining methods in the data set including the information related to 3150 patients who underwent anesthesia and surgery from April 2018 to September 2019 in Imam Khomeini Hospital in Kermanshah were used. The data set included patients aged 18 years and older (age range of 18 to 96) who underwent a general anesthesia induction test using Propofol and subsequently endotracheal intubation for non-cardiac surgery. If patients did not have intubation, data were missing, or patients underwent intubation after repeated trials, they got excluded. In total, 2640 patients were included in this analysis. Preoperative patient clinical information was collected from pre-anesthesia evaluation records. Intraoperative data were obtained from computer anesthesia records. This data from the patient monitoring system and the anesthesia machine was automatically stored in the anesthesia files, while drug doses and anesthesia techniques were recorded manually. The data were then pre-processed using SPSS software, version 26 (IBM SPSS, Armonk, NY, USA).
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.
 

Hassan Boskabadi , Mahdie Mir, Maryam Zakerihamidi,
Volume 80, Issue 6 (9-2022)
Abstract

Background: The gender of the baby is one of the risk factors for neonatal jaundice, but the difference in the severity of jaundice and its prognosis between the two sexes is not clear. Therefore, in this study, we investigated the severity, duration and prognosis of jaundice in both sexes.
Methods: The present study is a cross-sectional study that was performed on 2847 icteric neonates over 35 weeks admitted to Ghaem Hospital in Mashhad from May 2014 to May 2021. This study is done by available sampling. After confirmation of jaundice in infants, data were recorded using a researcher-made checklist including maternal demographic information (maternal age, mode of delivery), complete infant characteristics (age, birth weight, age at onset of jaundice, jaundice recovery age) and laboratory findings (Bilirubin, Indirect Coombs, direct Coombs, G6PD), and neonatal development up to two years of age was performed based on the Denver 2 test. Then data analysis was performed by SPSS software using Chi-square test and Student’s t-test.
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.

Hassan Boskabadi , Nafiseh Pourbadakhshan, Maryam Zakerihamidi,
Volume 80, Issue 10 (1-2023)
Abstract

Background: Maternal diseases such as diabetes, hypertension, preeclampsia, hypothyroidism and epilepsy in pregnancy are associated with fetal and neonatal complications. The aim of this study was to compare the prognosis of neonates in maternal diseases.
Methods: This study was a cross-sectional study. The present study was performed on 600 preterm infants with mothers with diabetes, hypertension, preeclampsia, hypothyroidism and epilepsy. This study was done in Ghaem Hospital of Mashhad from March 2015 to April 2021 with available sampling. The data collection tool was a researcher-made checklist including infant (gestational age, Apgar score of the first minute, Apgar score of the fifth minute) and maternal (mode of delivery, prenatal care, premature rupture of the membranes) characteristics. Neonatal prognosis was compared at birth. All clinical and diagnostic examinations of newborns were performed by a neonatologist. Neonatal and maternal data in the group of newborns with normal mothers and newborns with maternal diseases were analyzed by Kolmogorov-Smirnov and Chi-square tests. The significance level was considered p≤0.05 in all cases.
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.

Siros Norozi , Paniz Poursiabidi ,
Volume 80, Issue 12 (3-2023)
Abstract

Background: Cardiopulmonary resuscitation is a quick and immediate intervention to prevent death in a person who has suddenly suffered cardiorespiratory arrest. This study aims to investigate the results of cardiopulmonary resuscitation and the factors affecting it with emphasis on the cause of cardiac arrest and 1-year prognosis of the saved patients.
Methods: Materials and methods: This research is a retrospective descriptive-analytical study that was conducted for 24 months, from April 1, 2017 to the end of March 2018, in Shahid Mostafa Khomeini Hospital in Ilam, from July 2022 to September 2022. The necessary information was collected based on the data available in the patients' files. Data analysis was done using SPSS24 software.
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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