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1.
Matern Health Neonatol Perinatol ; 10(1): 7, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38561854

RESUMO

BACKGROUND: Despite maternal flavivirus infections' linkage to severe maternal and fetal outcomes, surveillance during pregnancy remains limited globally. Further complicating maternal screening for these potentially teratogenic pathogens is the overwhelming subclinical nature of acute infection. This study aimed to understand perinatal and neonatal risk for poor health outcomes associated with flaviviral infection during pregnancy in El Salvador. METHODS: Banked serologic samples and clinical results obtained from women presenting for labor and delivery at a national referent hospital in western El Salvador March to September 2022 were used for this study. 198 samples were screened for dengue and Zika virus IgM, and statistical analyses analyzed demographic and clinical outcome associations with IgM positivity. RESULTS: This serosurvey revealed a high rate of maternal flavivirus infection-24.2% of women presenting for labor and delivery were dengue or Zika virus IgM positive, suggesting potential infection within pregnancy. Specifically, 20.2% were Zika virus IgM positive, 1.5% were dengue virus IgM positive, and 2.5% were both dengue and Zika virus IgM positive. Women whose home had received mosquito abatement assistance within the last year by the ministry of health were 70% less likely to test IgM positive (aOR = 0.30, 95%CI: 0.10, 0.83). Further, statistical geospatial clustering revealed transmission foci in six primary municipalities. Pregnancy complications and poor birth outcomes were noted among the dengue and/or Zika virus maternal infection group, although these outcomes were not statistically different than the seronegative group. None of the resulting neonates born during this study were diagnosed with congenital Zika syndrome. CONCLUSIONS: The high rate of Zika virus detected among pregnant women and the lack of Zika-specific neonatal outcomes monitoring during a non-outbreak year highlights the need for continued surveillance in Central America and among immigrant mothers presenting for childbirth from these countries. As changing climatic conditions continue to expand the range of the disease vector, asymptomatic screening programs could be vital to early identification of outbreaks and clinical management of cases.

2.
BMJ Open ; 14(4): e079635, 2024 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-38594184

RESUMO

OBJECTIVES: Little study has reported the association of maternal weight gain in early pregnancy with fetal congenital heart disease (CHD). We aimed to explore the potential relationship based on a China birth cohort while adjusting by multiple factors. DESIGN: Cohort study. SETTING: China birth cohort study conducted from 2017 to 2021. PARTICIPANTS: The study finally included 114 672 singleton pregnancies in the 6-14 weeks of gestation, without missing data or outliers, loss to follow-up or abnormal conditions other than CHD. The proportion of CHD was 0.65% (749 cases). PRIMARY AND SECONDARY OUTCOME MEASURES: Association between maternal pre-pregnancy weight gain and CHD in the offspring were analysed by multivariate logistic regression, with the unadjusted, minimally adjusted and maximally adjusted methods, respectively. RESULTS: The first-trimester weight gain showed similar discrimination of fetal CHD to that period of maternal body mass index (BMI) change (DeLong tests: p=0.091). Compared with weight gain in the lowest quartile (the weight gain less than 0.0 kg), the highest quartile (over 2.0 kg) was associated with a higher risk of fetal CHD in unadjusted (OR 1.36, 95% CI: 1.08 to 1.72), minimally adjusted (adjusted OR (aOR) 1.29, 95% CI: 1.02 to 1.62) and maximally adjusted (aOR 1.29, 95% CI: 1.02 to 1.63) models. The association remains robust in pregnant women with morning sickness, normal pre-pregnancy BMI, moderate physical activity, college/university level, natural conception or with folic acid (FA) and/or multivitamin supplementation. CONCLUSIONS AND RELEVANCE: Although the association of maternal pre-pregnancy weight gain on fetal CHD is weak, the excessive weight gain may be a potential predictor of CHD in the offspring, especially in those with morning sickness and other conditions that are routine in the cohort, such as normal pre-pregnancy BMI, moderate physical activity, college/university level, natural conception or with FA and/or multivitamin supplementation.


Assuntos
Ganho de Peso na Gestação , Cardiopatias Congênitas , Êmese Gravídica , Gravidez , Feminino , Humanos , Estudos de Coortes , Aumento de Peso , Índice de Massa Corporal , Cardiopatias Congênitas/epidemiologia , Peso ao Nascer
3.
Addiction ; 2024 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-38637903
4.
BMJ Open ; 14(4): e079216, 2024 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-38626961

RESUMO

INTRODUCTION: The new WHO Labour Care Guide (LCG), also regarded as the 'next-generation partograph', is a core component of 2018 WHO consolidated guidelines on intrapartum care for positive childbirth experience. The Ugandan Ministry of Health is in the process of adopting the new WHO LCG with no local context-specific data to inform this transition. We will explore potential barriers and facilitators to healthcare providers' (HCPs) sustained engagement in labour monitoring in Mbarara city, Southwestern Uganda, and use the data to refine the new WHO LCG and develop a suitable implementation strategy to effectively integrate LCG into routine maternity care in Uganda. We shall then assess effectiveness, validity and other preliminary implementation outcomes of using the new LCG in detecting prolonged labour. METHODS AND ANALYSIS: The study will use a mixed-methods approach to identify key LCG user perspectives to refine and customise the WHO LCG among 120 HCPs and stakeholders involved in maternity care and labour monitoring within facilities in Southwestern Uganda. The refined prototype will be deployed and used to monitor labour in all 14 basic and comprehensive emergency obstetric and newborn care facilities in the study area. We will review labour outcomes of 520 patients monitored using the new LCG and compare these outcomes with a historical cohort of 520 patients monitored using the partograph. The main effectiveness outcome will be the proportion of women diagnosed with prolonged labour and/or obstructed labour. ETHICS AND DISSEMINATION: Ethical approval was obtained from the Mbarara University of Science and Technology Research Ethics Committee (MUST-2023-808) and Uganda National Council for Science and Technology (HS2864ES). We shall obtain written informed consent from each participant. The results of this study will be published in international peer-reviewed journals and presented to the Ugandan Ministry of Health as policy briefs and at selected national/international conferences. TRIAL REGISTRATION NUMBER: NCT05979194.


Assuntos
Trabalho de Parto , Serviços de Saúde Materna , Recém-Nascido , Gravidez , Humanos , Feminino , Uganda , Parto , Pessoal de Saúde
6.
Cureus ; 16(2): e54896, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38544586

RESUMO

Exploring the intricacies of managing high-risk pregnancies complicated by intrauterine growth restriction (IUGR), placenta previa, and a single umbilical artery requires a comprehensive understanding of their etiologies, mechanisms, and treatment recommendations. This case report delves into the clinical course of a 34-year-old smoker with a pre-pregnancy body mass index of 14.2 kg/m2, shedding light on the considerations posed by a pregnancy in which several risk factors are superimposed on one another. IUGR, affecting 10%-15% of pregnancies, elevated the risk of adverse outcomes during labor and delivery, necessitating careful antenatal monitoring. Placenta previa, with an incidence of 0.3% to 2% in pregnancies, introduced further complications impacting delivery modes and raising the risk of hemorrhage. This report aims to showcase the interconnectedness between these various obstetrical complications and risk factors, to guide maternal-fetal-medicine specialists in making informed decisions during the management of high-risk pregnancies.

7.
BMJ Open ; 14(3): e076035, 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38553063

RESUMO

OBJECTIVE: To explore the experiences of patients with ectopic pregnancies with delayed medical care, with the goals to promote timely access to care, reduce subsequent physical and psychological impacts, and provide recommendations for improved management of ectopic pregnancies. DESIGN: A qualitative study. SETTING: A 1000-bed urban edge hospital located in the suburban area of Guangzhou, China, between December 2022 and February 2023. PARTICIPANTS: 21 patients with delays in seeking medical care for ectopic pregnancy. PRIMARY AND SECONDARY OUTCOME MEASURES: Semistructured, in-depth, face-to-face interviews were conducted to understand the experience and expectations of these women. RESULTS: Three main themes emerged, including delaying medical care, physical and psychological experiences, and expectations of their healthcare providers. Each of these main themes had several subthemes. The central theme of reasons for delaying medical care had five subthemes, including lack of knowledge on early symptoms of ectopic pregnancy, family dynamics and circumstances, traditional fertility ideology and intentions, avoidance of medical treatment behaviour, and medical delays. The main theme of physical and psychological experiences had two subthemes, including learnings from the experiences and negative impacts of the experiences. The main theme of expectations of their healthcare providers included three subthemes that were reducing the length of outpatient examinations and waiting times, increasing public understanding of early symptoms of ectopic pregnancy and increasing male awareness of safe contraceptive methods. CONCLUSIONS: A lack of knowledge about the early symptoms of ectopic pregnancy was the main reason for delays in seeking medical care and had a dual impact on patients' physical and mental health, affecting their recovery and future healthcare. A collective effort from patients, families, healthcare providers and medical institutions is required for better medical education, family support, specialised professional training and local fertility policy to decrease the incidence of delayed medical care and achieve satisfactory pregnancy outcomes.


Assuntos
Motivação , Gravidez Ectópica , Gravidez , Humanos , Masculino , Feminino , Pesquisa Qualitativa , Pessoal de Saúde/psicologia , Atenção à Saúde
9.
Case Rep Womens Health ; 41: e00587, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38515998

RESUMO

Preeclampsia and decompensated chronic liver disease are known triggers of acute hepatic dysfunction in pregnancy, rarely including hepatic encephalopathy. Differentiating the driver of acute hepatic dysfunction in patients with concomitant preeclampsia and preexisting liver disease presents a diagnostic challenge with important management implications. A 42-year-old woman, gravida 3 para 0201, at 24 1/7 weeks of gestation presented with hepatic encephalopathy, transaminitis, and hyperbilirubinemia in the setting of cirrhosis and severe new-onset preeclampsia. The preeclampsia was thought to be the leading etiology of hepatic encephalopathy, prompting emergent Cesarean delivery at 24 2/7 weeks. Hepatic encephalopathy, blood pressure, and laboratory derangements improved promptly post-delivery. Preeclampsia can trigger acute hepatic dysfunction, including hepatic encephalopathy, in the setting of previously compensated preexisting liver disease. Recognizing this association has important implications for management and treatment.

10.
BMJ Case Rep ; 17(3)2024 Mar 07.
Artigo em Inglês | MEDLINE | ID: mdl-38453218

RESUMO

A late adolescent primigravida was found to have a fetus with a cystic hygroma and significant shortening of the limbs on first-trimester ultrasound. She underwent chorionic villus sampling with normal microarray result. In the early second trimester, the fetus was found to have the absence of all four limbs and a thorough skeletal dysplasia workup was pursued, identifying a variant in the FLNB gene (c.62C>G). The patient underwent termination of pregnancy. The care of this patient was expedited by first-trimester sonographic evidence of limb abnormalities enabling timely clinical management.


Assuntos
Doenças Fetais , Linfangioma Cístico , Osteocondrodisplasias , Gravidez , Feminino , Adolescente , Humanos , Doenças Fetais/genética , Primeiro Trimestre da Gravidez , Ultrassonografia , Mutação , Ultrassonografia Pré-Natal , Filaminas/genética
11.
Artigo em Inglês | MEDLINE | ID: mdl-38411276

RESUMO

OBJECTIVE: To compare the predictive performance for pre-eclampsia (PE) of three different first-trimester mathematical models of screening, which combine maternal risk factors with mean arterial pressure (MAP), uterine artery pulsatility index (UtA-PI) and serum placental growth factor (PlGF), and two risk scoring systems, based on NICE and ACOG recommendations. METHODS: This was a prospective cohort study performed in eight fetal-medicine units in five different regions of Spain between September 2017 and December 2019. All pregnant women with singleton pregnancies and non-malformed live fetuses attending their routine ultrasound examination at 11+0 to 13+6 weeks' gestation were invited to participate in the study. Maternal characteristics and medical history were recorded and measurements of MAP, UtA-PI, serum PlGF and pregnancy associated plasma protein-A (PAPP-A) were converted into multiples of the median (MoM). Risks for term, preterm-PE (< 37 weeks' gestation) and early-PE (< 34 weeks' gestation) were calculated according to the FMF competing risks model, the Crovetto et al., logistic regression model, and Serra et al., Gaussian model. Patient classification based on NICE and ACOG guidelines was also performed. We estimated detection rates (DR) with their 95% confidence intervals (CIs) at a fixed 10% screen positive rate (SPR), as well as the area under the receiver operating characteristic curve (AUROC) for preterm-PE, early-PE, and all PE for the three mathematical models. For the scoring systems, we calculated DR and SPR. Risk calibration was also assessed. RESULTS: The study population comprised of 10,110 singleton pregnancies, including 32 (0.3%) that developed early-PE, 72 (0.7%) that developed preterm-PE and 230 (2.3%) of any PE. At fixed 10% SPR, the FMF, Crovetto et al., and Serra et al., detected 82.7% (95% CI, 69.6 to 95.8%), 73.8% (95% CI, 58.7 to 88.9%), and 79.8% (95% CI, 66.1 to 93.5%) of early-PE; 72.7% (95% CI, 62.9 to 82.6%), 69.2% (95% CI, 58.8 to 79.6%), and 74.1% (95% CI, 64.2 to 83.9%) of preterm-PE and 55.1% (95% CI, 48.8 to 61.4%), 47.1% (95% CI, 40.6 to 53.5%), and 53.9% (95% CI, 47.4 to 60.4%) of all PE, respectively. The best correlation between predicted and observed cases was achieved by the FMF model, with an AUROC of 0.911 (95% CI, 0.879 to 0.943), a slope of 0.983 (95% CI, 0.846-1.120) and an intercept of 0.154 (95% CI, -0.091 to 0.397). The NICE criteria identified 46.7% (95% CI, 35.3 to 58.0%) of preterm-PE at 11% SPR and ACOG criteria identified 65.9% (95% CI, 55.4 to 76.4%) of preterm-PE at 33.8% SPR. CONCLUSIONS: The best performance of screening for preterm-PE is achieved by mathematical models that combine maternal factors with MAP, UtA-PI and PlGF, as compared to risk-scoring systems like NICE or ACOG criteria. While all three algorithms show similar results in terms of overall prediction, the FMF model showed the best performance at the individual level. This article is protected by copyright. All rights reserved.

12.
BMJ Open ; 14(2): e077366, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38365300

RESUMO

INTRODUCTION: Congenital anomalies are the most encountered cause of fetal death, infant mortality and morbidity. 7.9 million infants are born with congenital anomalies yearly. Early detection of congenital anomalies facilitates life-saving treatments and stops the progression of disabilities. Congenital anomalies can be diagnosed prenatally through morphology scans. A correct interpretation of the morphology scan allows a detailed discussion with the parents regarding the prognosis. The central feature of this project is the development of a specialised intelligent system that uses two-dimensional ultrasound movies obtained during the standard second trimester morphology scan to identify congenital anomalies in fetuses. METHODS AND ANALYSIS: The project focuses on three pillars: committee of deep learning and statistical learning algorithms, statistical analysis, and operational research through learning curves. The cross-sectional study is divided into a training phase where the system learns to detect congenital anomalies using fetal morphology ultrasound scan, and then it is tested on previously unseen scans. In the training phase, the intelligent system will learn to answer the following specific objectives: (a) the system will learn to guide the sonographer's probe for better acquisition; (b) the fetal planes will be automatically detected, measured and stored and (c) unusual findings will be signalled. During the testing phase, the system will automatically perform the above tasks on previously unseen videos.Pregnant patients in their second trimester admitted for their routine scan will be consecutively included in a 32-month study (4 May 2022-31 December 2024). The number of patients is 4000, enrolled by 10 doctors/sonographers. We will develop an intelligent system that uses multiple artificial intelligence algorithms that interact between themselves, in bulk or individual. For each anatomical part, there will be an algorithm in charge of detecting it, followed by another algorithm that will detect whether anomalies are present or not. The sonographers will validate the findings at each intermediate step. ETHICS AND DISSEMINATION: All protocols and the informed consent form comply with the Health Ministry and professional society ethics guidelines. The University of Craiova Ethics Committee has approved this study protocol as well as the Romanian Ministry of Research Innovation and Digitization that funded this research. The study will be implemented and reported in line with the STROBE (STrengthening the Reporting of OBservational studies in Epidemiology) statement. TRIAL REGISTRATION NUMBER: The study is registered under the name 'Pattern recognition and Anomaly Detection in fetal morphology using Deep Learning and Statistical Learning', project number 101PCE/2022, project code PN-III-P4-PCE-2021-0057. TRIAL REGISTRATION: ClinicalTrials.gov, unique identifying number NCT05738954, date of registration: 2 November 2023.


Assuntos
Inteligência Artificial , Aprendizado Profundo , Feminino , Humanos , Gravidez , Estudos Transversais , Feto/diagnóstico por imagem , Ultrassonografia Pré-Natal/métodos , Estudos Observacionais como Assunto
13.
BMJ Open ; 14(2): e063619, 2024 02 05.
Artigo em Inglês | MEDLINE | ID: mdl-38316589

RESUMO

OBJECTIVES: To evaluate the association between urinary 8-hydroxy-2'-deoxyguanosine (U8-OHdG) level-a marker of oxidative stress-and the incidence of preterm births (PTBs). DESIGN: Prospective cohort study. SETTING: The Japan Environment and Children's Study (JECS). PARTICIPANTS: Data from 92 715 women with singleton pregnancies at and after 22 weeks of gestation who were enrolled in the JECS, a nationwide birth cohort study, between 2011 and 2014 were analysed. U8-OHdG levels were assessed once in the second/third trimester using liquid chromatography-tandem mass spectrometry. Participants were categorised into the following three or five groups: low (<1.95 ng/mg urinary creatinine (Cre)), moderate (1.95-2.94 ng/mg Cre) and high (≥2.95 ng/mg Cre) U8-OHdG groups, or groups with <1.87, 1.87-2.20, 2.21-2.57, 2.58-3.11 and ≥3.12 ng/mg Cre. For stratification, participants with representative causes for artificial PTB were excluded. PRIMARY AND SECONDARY OUTCOME MEASURES: Adjusted OR (aOR) for PTB before 37 and 34 weeks of gestation were calculated using a multivariable logistic regression model while adjusting for confounding factors; the moderate or lowest U8-OHdG group was used as the reference, respectively. RESULTS: The aORs for PTB before 37 weeks of gestation in the high U8-OHdG group were 1.13 (95% CI 1.05 to 1.22) and 1.13 (95% CI 1.04 to 1.23) after stratification. The aOR for PTB before 37 weeks in the fourth group was 0.90 (95% CI 0.81 to 0.99). After stratification, the aORs for PTB before 37 and 34 weeks in the fifth group were 1.15 (95% CI 1.03 to 1.29) and 1.46 (95% CI 1.08 to 1.97), respectively. CONCLUSIONS: High U8-OHdG levels were associated with increased PTB incidence, especially in participants without representative causes for artificial PTB. Our results can help identify the mechanisms leading to PTB, considering the variable aetiologies of this condition; further validation is needed to clarify clinical impacts.


Assuntos
Nascimento Prematuro , Gravidez , Criança , Humanos , Recém-Nascido , Feminino , Nascimento Prematuro/epidemiologia , Nascimento Prematuro/etiologia , 8-Hidroxi-2'-Desoxiguanosina , Estudos de Coortes , Estudos Prospectivos , Japão/epidemiologia
14.
BMJ Open ; 14(2): e076702, 2024 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-38418231

RESUMO

INTRODUCTION: Prematurity is an urgent public health problem worldwide. Recent studies associate maternal hypovitaminosis D during pregnancy with an increased risk of prematurity. However, the evidence on this association remains inconclusive, and there is lack of consensus in the literature. The exact mechanism by which low vitamin D levels may increase the risk of preterm birth is not yet fully understood. Nevertheless, it is known that vitamin D may play a role in maintaining a healthy pregnancy by regulating inflammation and immunomodulation by acting on the maternal and fetal immune systems. Inflammation and immune dysregulation are both associated with preterm birth, and low vitamin D levels may exacerbate these processes. The results of this review may have important implications for clinical practice and public health policy, particularly regarding vitamin D supplementation during pregnancy. METHODS AND ANALYSIS: A systematic review of the literature will be conducted. The search will be performed in electronic databases: CINAHL; MEDLINE; Cochrane Central Register of Controlled Trials; Cochrane Library; Academic Search Complete; Information Science and Technology Abstracts; MedicLatina; SCOPUS; PubMed; and Google Scholar, with the chronological range of January 2018 to November 2022. The search strategy will include the following Medical Subject Headings or similar terms: 'Vitamin D'; '25-hydroxyvitamin D'; 'Hypovitaminosis D'; 'Pregnancy'; 'Pregnant women'; 'Expectant mother'; 'Prematurity'; 'Premature birth'; 'Premature delivery'; 'Preterm birth'; and 'Preterm labour'. This review will include quantitative primary studies, both experimental (clinical trials) and observational (cohort, cross-sectional, and case-control). The quality of each selected study and the results obtained will be assessed by two reviewers separately, using the Cochrane risk of bias tool for evaluating randomised clinical trials or the Newcastle Ottawa Scale for non-randomised studies, following the respective checklist. In case of disagreement, a third reviewer will be consulted. ETHICS AND DISSEMINATION: This study does not involve human subjects and therefore does not require ethics approval. The results will be disseminated through publication in a peer-reviewed scientific journal and through conference presentations. All changes made to the protocol will be registered in PROSPERO, with information on the nature and justification for the changes made. PROSPERO REGISTRATION NUMBER: CRD42022303901.


Assuntos
Doenças do Recém-Nascido , Nascimento Prematuro , Deficiência de Vitamina D , Gravidez , Feminino , Recém-Nascido , Humanos , Estudos Transversais , Revisões Sistemáticas como Assunto , Vitaminas/uso terapêutico , Vitaminas/farmacologia , Vitamina D/farmacologia , Deficiência de Vitamina D/complicações , Inflamação , Literatura de Revisão como Assunto
15.
BMJ Case Rep ; 17(2)2024 Feb 21.
Artigo em Inglês | MEDLINE | ID: mdl-38383125

RESUMO

A woman in her fifth month of pregnancy presented to the outpatient department with vomiting, generalised itching and yellowish discolouration of the skin for 1 week. No history of rashes, fever, pain abdomen or altered stools. In view of four pregnancy losses previously, she was evaluated to have antiphospholipid antibody syndrome and was advised low molecular weight heparin. She was a known type-II diabetic on insulin. Prophylactic oral dydrogesterone and natural micronised progesterone were started at a local hospital 2 months prior, in view of threatened abortion. Investigations revealed grossly elevated serum bilirubin and liver enzymes. Other blood investigations were unremarkable and abdominal ultrasonography was normal. The most likely diagnosis in this case, is drug-induced liver injury due to oral progestin consumption. Causality assessment by Roussel Uclaf Causality Assessment Model was used to establish the diagnosis. High doses of progestin over a prolonged period resulted in acute hepatic toxicity causing itching, jaundice and transaminitis. Cautious use of progestins in appropriate dosage is recommended during pregnancy.


Assuntos
Icterícia , Progestinas , Gravidez , Feminino , Humanos , Fígado , Progesterona , Icterícia/induzido quimicamente , Prurido
16.
Am J Obstet Gynecol MFM ; 6(3): 101302, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38281582

RESUMO

ChatGPT (Generative Pre-trained Transformer), a language model that was developed by OpenAI and launched in November 2022, generates human-like responses to prompts using deep-learning technology. The integration of large language processing models into healthcare has the potential to improve the accessibility of medical information for both patients and health professionals alike. In this commentary, we demonstrated the ability of ChatGPT to produce patient information sheets. Four board-certified, maternal-fetal medicine attending physicians rated the accuracy and humanness of the information according to 2 predefined scales of accuracy and completeness. The median score for accuracy of information was rated 4.8 on a 6-point scale and the median score for completeness of information was 2.2 on a 3-point scale for the 5 patient information leaflets generated by ChatGPT. Concerns raised included the omission of clinically important information for patient counseling in some patient information leaflets and the inability to verify the source of information because ChatGPT does not provide references. ChatGPT is a powerful tool that has the potential to enhance patient care, but such a tool requires extensive validation and is perhaps best considered as an adjunct to clinical practice rather than as a tool to be used freely by the public for healthcare information.


Assuntos
Pessoal de Saúde , Perinatologia , Humanos
17.
Artigo em Inglês | MEDLINE | ID: mdl-38197584

RESUMO

OBJECTIVES: Artificial intelligence (AI) has shown promise in improving the performance of fetal ultrasound screening in detecting congenital heart disease (CHD). The effect of giving AI advice to human operators has not been studied in this context. Giving additional information about AI model workings, such as confidence scores for AI predictions, may be a way of improving performance further. Our aims were to investigate whether AI advice improved overall diagnostic accuracy (using a single CHD lesion as an exemplar), and to see what, if any, additional information given to clinicians optimized the overall performance of the clinician-AI team. METHODS: An AI model was trained to classify a single fetal CHD lesion (atrioventricular septal defect, AVSD), using a retrospective cohort of 121,130 cardiac four chamber images extracted from 173 ultrasound scan videos (98 with normal hearts, 75 with AVSD). A ResNet50 model architecture was used. Temperature scaling of model prediction probability was performed on a validation set, and gradient-weighted class activation maps (grad-CAMs) produced. Ten clinicians (two consultant fetal cardiologists, three trainees in pediatric cardiology, and five fetal cardiac sonographers) were recruited from a center of fetal cardiology to participate. Each participant was shown 2000 fetal four chamber images in a random order (1,000 normal and 1,000 AVSD). The dataset was comprised of 500 images, each shown in four conditions: 1) image alone without AI output; 2) image with binary AI classification; 3) image with AI model confidence; 4) image with gradient-weighted class activation map image overlays. The clinicians were asked to classify each image as normal or AVSD. RESULTS: 20,000 image classifications were recorded from 10 clinicians. The AI model alone achieved an accuracy of 0.798 (95% CI 0.760 - 0.832), sensitivity of 0.868 (95% CI 0.834 - 0.902) and specificity of 0.728 (95% CI 0.702 - 0.754, and the clinicians without AI achieved an accuracy of 0.844 (95% CI 0.834 - 0.854), sensitivity of 0.827 (95% CI 0.795 - 0.858) and specificity of 0.861 (95% CI 0.828 - 0.895). Showing a binary (normal or AVSD) AI model output resulted in significant improvement in accuracy to 0.865 (p <0.001). This effect was seen in both experienced and less experienced participants. Giving incorrect AI advice resulted in significant deterioration in overall accuracy from 0.761 to 0.693 (p <0.001), which was driven by an increase in both type I and type II error by the clinicians. This effect was worsened by showing model confidence (accuracy 0.649, p <0.001) or grad-CAM (accuracy 0.644, p <0.001). CONCLUSIONS: AI has the potential to improve performance when used in collaboration with clinicians, even if the model performance does not reach expert level. Giving additional information about model workings such as model confidence and class activation map image overlays did not improve overall performance, and actually worsened performance for images where the AI model was incorrect. This article is protected by copyright. All rights reserved.

18.
J Pediatr Urol ; 2024 Jan 14.
Artigo em Inglês | MEDLINE | ID: mdl-38280830

RESUMO

Today, prenatal diagnosis of congenital urogenital malformations is mostly dependent on anatomical variations found on imaging. However, these findings can mislead us in telling us when to intervene, and about post-natal prognosis. Since many findings are dependent on multiple assessments, delayed diagnosis can occur, leading to less optimal outcomes compared to early intervention. Analyses of fetal urinary biomarkers have been proposed as a method of finding biological changes that are predictive for diagnosis and prognosis in fetuses at risk of kidney disease. We interviewed a group of researchers that have demonstrated that by combining multiple omics traits extracted from fetal urine, the biological variability found in single omics data can be circumvented. By analyzing multiple fetal urine peptides and metabolites at single time point, the prognostic power of postnatal renal outcome in fetuses with lower urinary tract obstruction is significantly increased. In this interview, we inquired about the technical aspects of the tests, challenges, and limitations the research group have come across, and how they envision the future for multi-omics fetal analysis in the clinic.

19.
BMJ Open ; 14(1): e078778, 2024 01 18.
Artigo em Inglês | MEDLINE | ID: mdl-38238048

RESUMO

INTRODUCTION: The aim of the STOPPIT-3 study is to determine the clinical and cost effectiveness of antenatal corticosteroids (ACS) prior to planned birth of twins in a multicentre placebo-controlled trial with internal pilot. METHODS AND ANALYSIS: This study will comprise a multicentre, double-blinded, randomised, placebo-controlled trial in at least 50 UK obstetric units. The target population is 1552 women with a twin pregnancy and a planned birth between 35 and 38+6 weeks' gestation recruited from antenatal clinics. Women will be randomised to Dexamethasone Phosphate (24 mg) or saline administered via two intramuscular injections 24 hours apart, 24-120 hours prior to scheduled birth. OUTCOMES: The primary outcome is need for respiratory support within 72 hours of birth. Secondary and safety outcomes will be included. Cognitive and language development at age 2 years will be assessed in a subset of participants using the Parent report of Children's Abilities-Revised questionnaire. We will also determine the cost effectiveness of the treatment with ACS compared with placebo. ETHICS AND DISSEMINATION: STOPPIT-3 has been funded and approved by the National Institute of Healthcare Research. It has been approved by the West Midlands Research Ethics Committee (22/WM/0018). The results will be disseminated via publication in peer-reviewed journals and conference presentation and will also be communicated to the public via links with charity partners and social media. TRIAL SPONSOR: The University of Edinburgh and Lothian Health Board ACCORD, The Queen's Medical Research Institute, 47 Little France Crescent, Edinburgh, EH16 4TJ. TRIAL REGISTRATION NUMBER: ISRCTN59959611.


Assuntos
Corticosteroides , Gravidez de Gêmeos , Criança , Gravidez , Feminino , Humanos , Pré-Escolar , Corticosteroides/uso terapêutico , Gêmeos , Idade Gestacional , França , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Multicêntricos como Assunto
20.
BMJ Case Rep ; 17(1)2024 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-38296502

RESUMO

This is a case of a spontaneous haemoperitoneum occurring in the second trimester of pregnancy which was managed with interventional radiology to avoid laparotomy and its potential consequences. We aim to raise awareness of this condition in pregnancy because the perinatal mortality rate is as high as 36%. Spontaneous haemoperitoneum in pregnancy (SHiP) has frequently been associated with vascular rupture from pre-existing endometriosis. Most cases of SHiP have been managed with laparotomy. However, transcatheter embolisation can impart lifesaving alternatives to more invasive interventions when caring for pregnant patients. More judicious use of imaging procedures may also help improve diagnostic and therapeutic pathways with SHiP. We recommend that high-risk pregnancies are managed in level IV regional perinatal healthcare centres, when possible, where subspecialists and alternative measures of management exist.


Assuntos
Endometriose , Complicações na Gravidez , Gravidez , Feminino , Humanos , Segundo Trimestre da Gravidez , Complicações na Gravidez/etiologia , Hemoperitônio/diagnóstico por imagem , Hemoperitônio/etiologia , Hemoperitônio/terapia , Endometriose/complicações , Gravidez de Alto Risco
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