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Keywords = cesarean sections (CSs)

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38 pages, 2327 KiB  
Article
Supervised Machine Learning Insights into Social and Linguistic Influences on Cesarean Rates in Luxembourg
by Prasad Adhav and María Bélen Farias
Computation 2025, 13(5), 106; https://doi.org/10.3390/computation13050106 - 30 Apr 2025
Viewed by 399
Abstract
Cesarean sections (CSs) are essential in certain medical contexts but, when overused, can carry risks for both the mother and child. In the unique multilingual landscape of Luxembourg, this study explores whether non-medical factors—such as the language spoken—affect CS rates. Through a survey [...] Read more.
Cesarean sections (CSs) are essential in certain medical contexts but, when overused, can carry risks for both the mother and child. In the unique multilingual landscape of Luxembourg, this study explores whether non-medical factors—such as the language spoken—affect CS rates. Through a survey conducted with women in Luxembourg, we first applied statistical methods to investigate the influence of various social and linguistic parameters on CS. Additionally, we explored how these factors relate to the feelings of happiness and respect women experience during childbirth. Subsequently, we employed four machine learning models to predict CS based on the survey data. Our findings reveal that women who speak Spanish have a statistically higher likelihood of undergoing a CS than women that do not report speaking that language. Furthermore, those who had CS report feeling less happy and respected compared to those with vaginal births. With both limited and augmented data, our models achieve an average accuracy of approximately 81% in predicting CS. While this study serves as an initial exploration into the social aspects of childbirth, it underscores the need for larger-scale studies to deepen our understanding and to inform policy-makers and health practitioners that support women during their pregnancies and births. This preliminary research advocates for further investigation to address this complex social issue comprehensively. Full article
(This article belongs to the Section Computational Social Science)
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11 pages, 272 KiB  
Review
From Rib Hump to Baby Hump—Common Questions of Patients Suffering from and Undergoing Treatment for Scoliosis—A Comprehensive Literature Review
by Pawel Grabala, Piotr Kowalski and Michal Grabala
J. Clin. Med. 2024, 13(13), 3814; https://doi.org/10.3390/jcm13133814 - 28 Jun 2024
Cited by 1 | Viewed by 1807
Abstract
Background: Scoliosis, the most prevalent spinal deformity in children, is often associated with adolescent idiopathic scoliosis (AIS). Curves surpassing 50 degrees can deteriorate, especially thoracic curves, leading to pulmonary limitations. Surgical intervention is usually advised for curvatures exceeding 50 degrees to halt [...] Read more.
Background: Scoliosis, the most prevalent spinal deformity in children, is often associated with adolescent idiopathic scoliosis (AIS). Curves surpassing 50 degrees can deteriorate, especially thoracic curves, leading to pulmonary limitations. Surgical intervention is usually advised for curvatures exceeding 50 degrees to halt further progression. Severe AIS is notably more frequent in females, yet knowledge regarding subsequent pregnancies and associated risks is scarce. Female patients often inquire about conception, pregnancy, labor, and future back pain (BP) concerns. Reports on the long-term outcomes after pediatric AIS treatment and pregnancy consequences remain limited. Uncertainty looms over the likelihood of increased back pain (BP), cesarean sections (CSs), or other pregnancy-related issues following surgical AIS management. In this investigation, an attempt was made to scrutinize the existing research on individuals afflicted with scoliosis who received either conservative or surgical treatment, with the aim of delineating crucial and pragmatic findings that can serve as a compass for spine surgeons when counseling young patients with adolescent idiopathic scoliosis regarding the ailment, its repercussions, the available treatment modalities, and the associated outcomes. A comprehensive analysis pinpointed the optimal data at hand. Consequently, the primary objective of this investigation was to assess the patient-reported and clinical consequences in scoliosis patients who have undergone segmental posterior fusion and subsequently conceived. Conclusions: While the majority of individuals with AIS are capable of conceiving and bearing children, they may encounter greater challenges in fertility than healthy women unaffected by AIS. Pregnant women with a prior history of spinal fusion for AIS can undergo pregnancy and childbirth with no significant escalation in perinatal complications. Women who have undergone surgical procedures for AIS have been observed to exhibit a prevalence of back pain comparable with that of healthy pregnant women; however, a higher incidence of low back pain is evident when spinal fusion is extended to the L3 or L4 vertebra. Although back pain is a common occurrence in pregnant women with AIS, the spinal alterations induced by pregnancy are typically minor and transient. In comparison with healthy women, individuals with a history of spinal fusion necessitate cesarean sections more frequently. The degree of correction loss during pregnancy is lower in previous reports involving pedicle screw instrumentation than in previous reports involving Harrington or hybrid segmental instrumentation. Full article
(This article belongs to the Special Issue Spine Surgery and Rehabilitation: Current Advances and Future Options)
10 pages, 393 KiB  
Systematic Review
Cerebroplacental Ratio as a Predictive Factor of Emergency Cesarean Sections for Intrapartum Fetal Compromise: A Systematic Review
by Blanca Novillo-Del Álamo, Alicia Martínez-Varea, Elena Satorres-Pérez, Mar Nieto-Tous, Silvia Bello-Martínez de Velasco, María Victoria García-Florenciano, Carmen Padilla-Prieto, Fernando Modrego-Pardo and José Morales-Roselló
J. Clin. Med. 2024, 13(6), 1724; https://doi.org/10.3390/jcm13061724 - 17 Mar 2024
Cited by 6 | Viewed by 2074
Abstract
Background: This systematic review aimed to clarify the association between the cerebroplacental ratio (CPR) and emergency cesarean sections (CSs) due to intrapartum fetal compromise (IFC). Methods: Datasets of PubMed, ScienceDirect, CENTRAL, Embase, and Google Scholar were searched for studies published up [...] Read more.
Background: This systematic review aimed to clarify the association between the cerebroplacental ratio (CPR) and emergency cesarean sections (CSs) due to intrapartum fetal compromise (IFC). Methods: Datasets of PubMed, ScienceDirect, CENTRAL, Embase, and Google Scholar were searched for studies published up to January 2024 regarding the relationship between the CPR and the rate of CS for IFC, as well as the predictive value of the CPR. Results: The search identified 582 articles, of which 16 observational studies were finally included, most of them with a prospective design. A total of 14,823 patients were involved. A low CPR was associated with a higher risk of CS for IFC. The predictive value of the CPR was very different among the studies due to substantial heterogeneity regarding the group of patients included and the time interval from CPR evaluation to delivery. Conclusions: A low CPR is associated with a higher risk of CS for IFC, although with a poor predictive value. The CPR could be calculated prior to labor in all patients to stratify the risk of CS due to IFC. Full article
(This article belongs to the Special Issue Clinical Advances in Maternal-Fetal Medicine)
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11 pages, 640 KiB  
Article
Multiple Cesarean Section Outcomes and Complications: A Retrospective Study in Jazan, Saudi Arabia
by Maha Murtada, Nasser Hakami, Mohamed Mahfouz, Amani Abdelmola, Ebtihal Eltyeb, Isameldin Medani, Ghadah Maghfori, Atheer Zakri, Ahlam Hakami, Ahmed Altraifi, Ali Khormi and Uma Chourasia
Healthcare 2023, 11(20), 2799; https://doi.org/10.3390/healthcare11202799 - 22 Oct 2023
Cited by 3 | Viewed by 2777
Abstract
Background: Given the increase in the rate of cesarean sections (CSs) globally and in Saudi Arabia, this study was conducted to assess the maternal and perinatal complications after repeat cesarean sections in the studied population. Methods: This retrospective study was conducted by reviewing [...] Read more.
Background: Given the increase in the rate of cesarean sections (CSs) globally and in Saudi Arabia, this study was conducted to assess the maternal and perinatal complications after repeat cesarean sections in the studied population. Methods: This retrospective study was conducted by reviewing the records of all women who underwent CSs between January and July 2023 in three hospitals in the Jazan region of Saudi Arabia. Results: Of the 268 women studied, 195 (72.7%) had a CS for the first or second time and 73 (27.3%) had two, three, or four previous CSs (repeat CS). The most common maternal intra-operative complications reported by the repeat CS group were intra-peritoneal adhesions (7.5%) and fused abdominal layers (7.1%) while the most common postoperative complications were the need for blood transfusion (22%) and UTIs (3%). The most common neonatal complications were a low Apgar score (19%), needing neonatal resuscitation (2.6%), and intensive care admission. In addition, 3.7% of mothers failed to initiate breastfeeding in the first 24 h. Conclusions: The frequent complications were intra-peritoneal adhesions, fused abdominal wall layers, blood transfusion, and postoperative infections which were overcome by the optimal hospital care. However, the frequent neonatal complications were a low Apgar score, needing neonatal resuscitation, and intensive care admission. Full article
(This article belongs to the Special Issue Maternal and Child Health and Healthcare)
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12 pages, 1480 KiB  
Article
Implementation of the Robson Classification in Greece: A Retrospective Cross-Sectional Study
by Paraskevi Giaxi, Kleanthi Gourounti, Victoria Vivilaki, Panagiotis Zdanis, Antonis Galanos, Aris Antsaklis and Aikaterini Lykeridou
Healthcare 2023, 11(6), 908; https://doi.org/10.3390/healthcare11060908 - 21 Mar 2023
Cited by 7 | Viewed by 2866
Abstract
Cesarean sections have become the most commonly performed operations around the world. The World Health Organization recommended the use of the Robson classification system as a universal standard to establish a joint control system in healthcare facilities. The aim of this study was [...] Read more.
Cesarean sections have become the most commonly performed operations around the world. The World Health Organization recommended the use of the Robson classification system as a universal standard to establish a joint control system in healthcare facilities. The aim of this study was to implement the Robson classification for the first time in Greece to identify trends in cesarean births and examine the groups of women who are the main contributors to the increasing rates. Moreover, the indicators for cesarean sections will be evaluated as per the Robson classification. In the sample analysis, we included the records of 8572 women giving birth in one private health facility in Greece. A total of 8572 women gave birth during the study period, of which 5224 (60.9%) were cesarean section births and 3348 (39.1%) were vaginal births. In our study, according to the Robson classification, the largest contributors to the overall CS rate were as follows: (a) nulliparous women with a single cephalic term pregnancy, who were either labor induced or delivered by cesarean section before labor—Group 2 (34.6%); (b) multiparous women with a single cephalic term pregnancy and at least one previous cesarean section—Group 5 (30.7%); (c) women with a single cephalic preterm pregnancy—Group 10 (11.7%); (d) women with multiple pregnancies—Group 8 (7.0%). Our study is expected to assist policymakers in Greece in planning further interventions for each subgroup of women in order to reduce the overall CS rate and unnecessary CSs. Full article
(This article belongs to the Section Women's Health Care)
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10 pages, 1359 KiB  
Article
Health-Related Quality-of-Life among Pregnant Women after First, Second, and Multiple Cesarean Sections in the Perinatal Period: A Short-Term Longitudinal Study
by Michalina Ilska, Anna Kołodziej-Zaleska, Ewa Banaś-Fiebrich, Anna Brandt-Salmeri, Ewa Janowska-Tyc, Anna Łyszczarz, Justina Rzewiczok, Bogusława Piela and Wojciech Cnota
Int. J. Environ. Res. Public Health 2022, 19(24), 16747; https://doi.org/10.3390/ijerph192416747 - 13 Dec 2022
Cited by 5 | Viewed by 2702
Abstract
The primary objective of this study was to compare assessments of health-related quality-of-life (HRQoL) in women who had a medical qualification for cesarean section (CS), depending on the number of CSs in their medical history. A short longitudinal study was conducted among 115 [...] Read more.
The primary objective of this study was to compare assessments of health-related quality-of-life (HRQoL) in women who had a medical qualification for cesarean section (CS), depending on the number of CSs in their medical history. A short longitudinal study was conducted among 115 women on the day before a planned cesarean section (CS)-T1, and on the third day after CS-T2. They were divided into three groups. G1: no CS (n = 17); G2: one CS (n = 34); G3: two or more CSs (n  =  64). Participants completed a set of questionnaires concerning sociodemographic aspects and psychological outcomes: the HRQoL questionnaire (EQ-5D-3L). A chi-square test, McNemar’s test, and repeated measures ANOVA were used to compare the three groups in T1 and T2. Regardless of the number of CSs, before a CS, women mainly experience health problems with pain and anxiety/depression, and after a CS, mostly problems with pain, usual activity, and mobility. All participants experienced an increase in the amount of health problems with mobility and pain after a CS. Women who have had two or more CSs also had problems with self-care and usual activities. Women who have had one or two CSs experienced a decrease in the general assessment of the HRQoL, which is not observed in the group of women with multiple CSs. However, the HRQoL of women in the group with multiple CSs was lower before the CS than in the other groups. The results indicated the significance of the number of CSs, not only in postoperative, but also in preoperative HRQoL. Full article
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11 pages, 648 KiB  
Article
A Cross-Sectional Study to Assess the Frequency and Risk Factors Associated with Cesarean Section in Southern Punjab, Pakistan
by Muhammad Fawad Rasool, Saira Akhtar, Iltaf Hussain, Abdul Majeed, Imran Imran, Hamid Saeed, Muqarrab Akbar, Muhammad Omer Chaudhry, Anees ur Rehman, Waseem Ashraf, Faleh Alqahtani and Hussain Alqhtani
Int. J. Environ. Res. Public Health 2021, 18(16), 8812; https://doi.org/10.3390/ijerph18168812 - 21 Aug 2021
Cited by 12 | Viewed by 6319
Abstract
The increasing frequency of cesarean section (CS) is a major public health issue, and it is on the rise in Pakistan. A cross-sectional study approach was used to assess the frequency of CS and its contributing factors, along with the assessment of knowledge [...] Read more.
The increasing frequency of cesarean section (CS) is a major public health issue, and it is on the rise in Pakistan. A cross-sectional study approach was used to assess the frequency of CS and its contributing factors, along with the assessment of knowledge in mothers who had undergone CS in one of the under-developed regions of Pakistan. Data collection was done by using a self-developed study questionnaire. The statistical package for social sciences (SPSS) was utilized for the statistical analysis. During the study period, a total of 173 (69.7%) women have given births by CS; among those, 104 (60.1%) were elective/planned CSs while 69 (39.8%) were emergency CSs. The higher CS frequency was significantly associated with younger age (p = 0.03) and pre-term gestational age (p < 0.001). Pregnancy complications, such as gestational diabetes, hypertension, preeclampsia/eclampsia, and vaginal bleeding, were the significant risk factors for CS (p < 0.001). The highlighted contributing factors to CS in the current study were preterm of gestational age, mothers of a younger age (20–24 years), and mothers that belong to urban populations. These risk factors can be addressed by implementing community-focused educational interventions during the gestational period. The sample size in this study was small; therefore, the results cannot be generalized to the whole population. Full article
(This article belongs to the Special Issue Prediction and Prevention of Preterm Birth: Now and Future)
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13 pages, 2461 KiB  
Review
First Trimester Uterine Rupture: A Case Report and Literature Review
by Fabiana Cecchini, Alice Tassi, Ambrogio P. Londero, Giovanni Baccarini, Lorenza Driul and Serena Xodo
Int. J. Environ. Res. Public Health 2020, 17(8), 2976; https://doi.org/10.3390/ijerph17082976 - 24 Apr 2020
Cited by 18 | Viewed by 8140
Abstract
The aim is to report a case of spontaneous uterine rupture in the first trimester of pregnancy and to review the literature on the topic. Methods: A literature search was performed using PubMed and Scopus. Relevant English articles were identified without any time [...] Read more.
The aim is to report a case of spontaneous uterine rupture in the first trimester of pregnancy and to review the literature on the topic. Methods: A literature search was performed using PubMed and Scopus. Relevant English articles were identified without any time or study limitations. The data were aggregated, and a summary statistic was calculated. Results: A 35-year-old gravida 5, para 2 was admitted at our department because of fainting and abdominal pain. The woman had a first-trimester twin pregnancy and a history of two previous cesarean sections (CSs). Suspecting a uterine rupture, an emergency laparotomy was performed. The two sacs were completely removed, and the uterine rupture site was closed with a double-layer suture. The patient was discharged from hospital four days later in good condition. On the basis of this experience, a total of 76 case reports were extracted from PubMed and included in the review. Fifty-three patients out of 76 (69.74%) underwent previous surgery on the uterus. Most women (67.92%) had a CS, and in this group a cesarean scar pregnancy (CSP) or a placenta accreta spectrum (PAS) disorder was found to be the etiology in 77.78% of cases. Furthermore, 35.85% of the women had hysterectomy after uterine rupture. Twenty-three patients out of 76 (30.26%) had an unscarred uterus. Of this group, most women presented a uterine anomaly (43.48%). Moreover, 17.39% of these women had a hysterectomy. Conclusion: According to the literature, the current pandemic use of CS explains most cases of first-trimester uterine rupture. Full article
(This article belongs to the Special Issue Reproductive Therapy and Perinatal Outcome)
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15 pages, 708 KiB  
Article
Non-Clinical Variables Influencing Cesarean Section Rate According to Robson Classification
by Noemi Strambi, Flavia Sorbi, Gian Marco Bartolini, Chiara Forconi, Giovanni Sisti, Viola Seravalli and Mariarosaria Di Tommaso
Medicina 2020, 56(4), 180; https://doi.org/10.3390/medicina56040180 - 15 Apr 2020
Cited by 9 | Viewed by 3238
Abstract
Background and Objectives: The incidence of cesarean section (CS) has progressively increased worldwide, without any proven benefit to either the mother or the newborn. The aim of this study was to evaluate the association between CS rates and both clinical and non-clinical [...] Read more.
Background and Objectives: The incidence of cesarean section (CS) has progressively increased worldwide, without any proven benefit to either the mother or the newborn. The aim of this study was to evaluate the association between CS rates and both clinical and non-clinical variables, while applying the Robson classification system. Materials and Methods: This is a retrospective observational study of pregnant women delivering at a tertiary care hospital between 2012 and 2017, either under public or private healthcare. The overall CS rate, and the elective and non-elective CS rate, divided by classes of Robson, were determined. The rate of vaginal deliveries and CSs was compared between the public and private setting. The distribution of incidence of non-elective CSs and their main indications were analyzed between daytime and nighttime. Results: 18,079 patients delivered during the study period: 69.2% delivered vaginally and 30.8% by CS. Robson class 5 was the most frequent (23.4%), followed by class 2B (16.8%). Of the 289 private practice deliveries, 59.2% were CSs. The CS rate was significantly higher in private compared to public practice: 59.2% and 30.4%, respectively (OR 3.32, 95% CI 2.62 ± 4.21). When only considering elective CSs, a statistically significant difference was found in Robson class 5 between private and public practice, with the latter having more CSs (94.2% and 83.8%, respectively (p = 0.046)). The rate of non-elective CS was significantly lower during nighttime than during daytime (17.2% vs. 21.5%, p < 0.01). During daytime, the higher incidence of CS occurred between 4:00 and 4:59 pm, and during nighttime between 9:00 and 9:59 pm. Failed induction was significantly more common as an indication to CS during daytime when compared to nighttime (p = 0.01). Conclusions: This study identified two non-clinical variables that influenced the CS rate: the type of healthcare setting (private vs. public) and the time of the day. We believe that these indications might be related more to the practitioner attitude, rather than objective delivery complications. Full article
(This article belongs to the Special Issue Pregnancy: Diagnosis, Misdiagnosis, Complications and Outcomes)
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7 pages, 230 KiB  
Article
The Present Utility of the Oxytocin Challenge Test—A Single-Center Study
by Anna Różańska-Walędziak, Krzysztof Czajkowski, Maciej Walędziak and Justyna Teliga-Czajkowska
J. Clin. Med. 2020, 9(1), 131; https://doi.org/10.3390/jcm9010131 - 3 Jan 2020
Cited by 3 | Viewed by 3534
Abstract
Introduction: The oxytocin challenge test (OCT) used to be one of the most important tools in assessing fetal well-being before ultrasonography became prevalent. We show that, after modifying the classification of the results and the intervention algorithm, OCT can still be a useful [...] Read more.
Introduction: The oxytocin challenge test (OCT) used to be one of the most important tools in assessing fetal well-being before ultrasonography became prevalent. We show that, after modifying the classification of the results and the intervention algorithm, OCT can still be a useful tool in present-day obstetrics. Material and methods: The study included 318 OCTs performed in patients admitted to our department from 2010 to 2012. A modified classification of test results was introduced, dividing the results in four groups: I-negative, II-positive, III-non-diagnostic and type IV (fetal tachycardia or increased variability). The purpose of the study was to evaluate the clinical significance of OCT in assessing intrauterinal fetal well-being and predicting the necessity for ending the pregnancy. Results: A significant difference (p < 0.001) in the delivery method and the indications for cesarean sections (CS) was found between negative and positive OCT results. CS indicated by an abnormal fetal heart rate (FHR) pattern had to be performed in 40% of cases with positive OCT results, having constituted 84.6% of all CSs in this group. After negative OCTs, 12.8% pregnancies were ended by CS from FHR indications (62.3% of all the indications). Conclusions: A positive OCT result can be a valuable predictor of an abnormal fetal heart rate pattern after the test and during the delivery, as well as a higher probability of a CS from cardiotocography (CTG) indications, with positive predictive value (PPV) 0.50 and negative predictive value (NPV) 0.85. Full article
(This article belongs to the Section Obstetrics & Gynecology)
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