首页 > 最新文献

Pediatric health, medicine and therapeutics最新文献

英文 中文
Parental Willingness and Factors Influencing COVID-19 Vaccination for Children in Saudi Arabia. 沙特阿拉伯儿童接种 COVID-19 疫苗的家长意愿和影响因素。
Q2 PEDIATRICS Pub Date : 2024-01-16 eCollection Date: 2024-01-01 DOI: 10.2147/PHMT.S443272
Sarah AlMuammar, Weam Alshora, Atheer Sadik Gari, Reem Khalid Bahaj, Bayan Abdullah Alansari

Purpose: The study aimed to examine the parents' willingness and its association with demographic factors, attitudes, and practices to vaccinate their child against COVID-19.

Patients and methods: The study involved 2500 participants from various regions of Saudi Arabia and was conducted between July 1, 2021, and August 31, 2021. Information was gathered via an online questionnaire comprising 26 questions, distributed across social media platforms. Informed consent was obtained from all participants before the commencement of the study. A chi-square test was applied to analyze the association among variables, utilizing a subset of 2127 participants based on study inclusion criteria. A chi-square test was applied to observe the association.

Results: The willingness of parents to vaccinae their children against COVID-19 was found 61%. The main reason for taking was "Protect the child" by 1094 (51.4%%) and the main reason for refusing was "Side effects/safety concerns" by 477 (22.4%). 1846 (86.8%) participants, received the COVID-19 vaccine or were planning to receive it.

Conclusion: Our study concluded that parent's willingness to vaccinate their children against COVID-19 was relatively high in our sample as about two-thirds of them accept the vaccine for their child once it is available. The use of the health belief model demonstrated the urgent requirement for awareness and education campaigns in the private and public sectors to increase awareness of parents not only related to COVID-19 but also to cater to any unexpected or suspected pandemic of infectious disease in the future full capacity.

目的:本研究旨在调查父母为其子女接种 COVID-19 疫苗的意愿及其与人口统计因素、态度和做法的关系:这项研究涉及沙特阿拉伯不同地区的 2500 名参与者,研究时间为 2021 年 7 月 1 日至 2021 年 8 月 31 日。研究通过在线问卷收集信息,问卷包含 26 个问题,通过社交媒体平台发布。研究开始前,所有参与者均已知情同意。根据研究纳入标准,对 2127 名参与者的子集进行了卡方检验,以分析变量之间的关联。采用卡方检验观察变量之间的关联:结果:61%的家长愿意为子女接种COVID-19疫苗。1094名(51.4%)家长愿意接种的主要原因是 "保护孩子",477名(22.4%)家长拒绝接种的主要原因是 "副作用/安全顾虑"。1846名参与者(86.8%)已接种或计划接种COVID-19疫苗:我们的研究得出结论,在我们的样本中,家长为其子女接种 COVID-19 疫苗的意愿相对较高,约有三分之二的家长在疫苗上市后接受为其子女接种该疫苗。健康信念模型的使用表明,迫切需要在私营和公共部门开展宣传和教育活动,不仅要提高家长对 COVID-19 的认识,还要在未来充分应对任何突发或疑似传染病大流行。
{"title":"Parental Willingness and Factors Influencing COVID-19 Vaccination for Children in Saudi Arabia.","authors":"Sarah AlMuammar, Weam Alshora, Atheer Sadik Gari, Reem Khalid Bahaj, Bayan Abdullah Alansari","doi":"10.2147/PHMT.S443272","DOIUrl":"10.2147/PHMT.S443272","url":null,"abstract":"<p><strong>Purpose: </strong>The study aimed to examine the parents' willingness and its association with demographic factors, attitudes, and practices to vaccinate their child against COVID-19.</p><p><strong>Patients and methods: </strong>The study involved 2500 participants from various regions of Saudi Arabia and was conducted between July 1, 2021, and August 31, 2021. Information was gathered via an online questionnaire comprising 26 questions, distributed across social media platforms. Informed consent was obtained from all participants before the commencement of the study. A chi-square test was applied to analyze the association among variables, utilizing a subset of 2127 participants based on study inclusion criteria. A chi-square test was applied to observe the association.</p><p><strong>Results: </strong>The willingness of parents to vaccinae their children against COVID-19 was found 61%. The main reason for taking was \"Protect the child\" by 1094 (51.4%%) and the main reason for refusing was \"Side effects/safety concerns\" by 477 (22.4%). 1846 (86.8%) participants, received the COVID-19 vaccine or were planning to receive it.</p><p><strong>Conclusion: </strong>Our study concluded that parent's willingness to vaccinate their children against COVID-19 was relatively high in our sample as about two-thirds of them accept the vaccine for their child once it is available. The use of the health belief model demonstrated the urgent requirement for awareness and education campaigns in the private and public sectors to increase awareness of parents not only related to COVID-19 but also to cater to any unexpected or suspected pandemic of infectious disease in the future full capacity.</p>","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"15 ","pages":"29-48"},"PeriodicalIF":0.0,"publicationDate":"2024-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10800286/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139520908","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Role of Natural Extracts in the Management of Infantile Hemangiomas and Vascular Tumors 天然提取物在治疗婴儿血管瘤和血管肿瘤中的作用
Q2 PEDIATRICS Pub Date : 2024-01-01 DOI: 10.2147/phmt.s439537
Iulia Roca, Elena Cojocaru, Carmen Rusu, L. Trandafir, Cătălina Săveanu, V. Lupu, L. Butnariu, V. Țarcă, Mihaela Moscalu, Jana Bernic, Ancuța Lupu, E. Țarcă
{"title":"The Role of Natural Extracts in the Management of Infantile Hemangiomas and Vascular Tumors","authors":"Iulia Roca, Elena Cojocaru, Carmen Rusu, L. Trandafir, Cătălina Săveanu, V. Lupu, L. Butnariu, V. Țarcă, Mihaela Moscalu, Jana Bernic, Ancuța Lupu, E. Țarcă","doi":"10.2147/phmt.s439537","DOIUrl":"https://doi.org/10.2147/phmt.s439537","url":null,"abstract":"","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"17 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139394533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of Stunting and Its Associated Factors Among Children Residing in Internally Displaced Persons (IDP) Camps in Hargeisa, Somaliland: A Community-Based Cross-Sectional Study 居住在索马里兰哈尔格萨境内流离失所者 (IDP) 营地的儿童发育迟缓患病率及其相关因素:基于社区的横断面研究
Q2 PEDIATRICS Pub Date : 2024-01-01 DOI: 10.2147/phmt.s439586
B. Abdeeq, Ahmed Mohamed, Abdiwahab Abdi, Jama Mohamed, Dessalegn Tamiru, Kalkidan Abate
Background: Stunting, a consequence of prolonged malnutrition, remains a critical global health issue affecting 165 million children under the age of five, with 10.6 million associated deaths. Its stunting prevalence is particularly pronounced in developing nations, notably Sub-Saharan Africa. Chronic protein-energy malnutrition, identified as a major cause of morbidity and mortality in displaced settings, underscores the urgency of understanding its impact in such contexts. Objective: This study aimed to assess the prevalence and associated factors of stunting among children aged 12–59 months and residing in IDP camps in Hargeisa, Somaliland. Methods: A community-based cross-sectional study was conducted in Hargeisa from May 5 to July 30, 2022, utilizing systematic random sampling, online mobile surveys, and caregiver interviews with anthropometric measurements. The SPSS version 25 was utilized in handled data entry, processing and analysis. Multivariable logistic regression, with p < 0.05 significance, included variables from bivariate analysis ( p < 0.2). Stunting assessment utilized WHO AnthroPlus software, categorizing HAZ scores < −2.0 SD. Results: The prevalence of stunting among children living in IDP camps was found to be 21.1% [95% CI: 17.0–24.91%]. Vaccination status (adjusted odds ratio [aOR] = 0.19, 95% CI: 0.09–0.38), deworming practice (aOR = 6.5, 95% CI: 2.91–14.52), place of delivery (aOR = 0.14, 95% CI: 0.07–0.30), measles experience in the last year (aOR = 0.12, 95% CI: 0.04–0.34), ANC visits (aOR = 0.33, 95% CI: 0.14–0.81), and maternal insufficient extra food intake (aOR = 2.15, 95% CI: 1.11–4.15) were significantly associated with stunting. Conclusion: The observed stunting prevalence in IDP camps (21.1%) was substantial, highlighting the need for targeted interventions. Future efforts should aim to reduce stunting from the current rate to an estimated 5–10%, emphasizing comprehensive measures such as deworming, maternal nutrition, postnatal care improvement, robust immunization, and promoting healthcare facility deliveries.
背景:发育迟缓是长期营养不良的后果,仍然是一个严重的全球健康问题,影响着 1.65 亿五岁以下儿童,造成 1060 万人死亡。在发展中国家,尤其是撒哈拉以南非洲地区,发育迟缓问题尤为突出。长期蛋白质-能量营养不良已被确定为流离失所环境中发病和死亡的主要原因,这凸显了了解其在这些环境中的影响的紧迫性。研究目的本研究旨在评估居住在索马里兰哈尔格萨境内流离失所者营地的 12-59 个月大儿童发育迟缓的发生率和相关因素。研究方法2022 年 5 月 5 日至 7 月 30 日,在哈尔格萨开展了一项基于社区的横断面研究,研究采用了系统随机抽样、在线移动调查、护理人员访谈和人体测量等方法。在数据录入、处理和分析过程中使用了 SPSS 25 版本。多变量逻辑回归(P < 0.05)包括双变量分析中的变量(P < 0.2)。发育迟缓评估采用世界卫生组织 AnthroPlus 软件,将 HAZ 分数小于 -2.0 SD 进行分类。结果发现生活在国内流离失所者营地的儿童发育迟缓发生率为 21.1%[95%CI:17.0-24.91%]。接种疫苗情况(调整后的几率比 [aOR] = 0.19,95% CI:0.09-0.38)、驱虫情况(aOR = 6.5,95% CI:2.91-14.52)、分娩地点(aOR = 0.14,95% CI:0.07-0.30)、去年患麻疹的情况(aOR = 0.12,95% CI:0.04-0.34)、产前检查次数(aOR = 0.33,95% CI:0.14-0.81)和产妇额外食物摄入不足(aOR = 2.15,95% CI:1.11-4.15)与发育迟缓显著相关。结论在国内流离失所者营地观察到的发育迟缓发生率(21.1%)相当高,这突出表明有必要采取有针对性的干预措施。今后的工作应着眼于将发育迟缓率从目前的约 5-10%降至更低,强调采取综合措施,如驱虫、产妇营养、改善产后护理、加强免疫接种以及促进医疗机构接生。
{"title":"Prevalence of Stunting and Its Associated Factors Among Children Residing in Internally Displaced Persons (IDP) Camps in Hargeisa, Somaliland: A Community-Based Cross-Sectional Study","authors":"B. Abdeeq, Ahmed Mohamed, Abdiwahab Abdi, Jama Mohamed, Dessalegn Tamiru, Kalkidan Abate","doi":"10.2147/phmt.s439586","DOIUrl":"https://doi.org/10.2147/phmt.s439586","url":null,"abstract":"Background: Stunting, a consequence of prolonged malnutrition, remains a critical global health issue affecting 165 million children under the age of five, with 10.6 million associated deaths. Its stunting prevalence is particularly pronounced in developing nations, notably Sub-Saharan Africa. Chronic protein-energy malnutrition, identified as a major cause of morbidity and mortality in displaced settings, underscores the urgency of understanding its impact in such contexts. Objective: This study aimed to assess the prevalence and associated factors of stunting among children aged 12–59 months and residing in IDP camps in Hargeisa, Somaliland. Methods: A community-based cross-sectional study was conducted in Hargeisa from May 5 to July 30, 2022, utilizing systematic random sampling, online mobile surveys, and caregiver interviews with anthropometric measurements. The SPSS version 25 was utilized in handled data entry, processing and analysis. Multivariable logistic regression, with p < 0.05 significance, included variables from bivariate analysis ( p < 0.2). Stunting assessment utilized WHO AnthroPlus software, categorizing HAZ scores < −2.0 SD. Results: The prevalence of stunting among children living in IDP camps was found to be 21.1% [95% CI: 17.0–24.91%]. Vaccination status (adjusted odds ratio [aOR] = 0.19, 95% CI: 0.09–0.38), deworming practice (aOR = 6.5, 95% CI: 2.91–14.52), place of delivery (aOR = 0.14, 95% CI: 0.07–0.30), measles experience in the last year (aOR = 0.12, 95% CI: 0.04–0.34), ANC visits (aOR = 0.33, 95% CI: 0.14–0.81), and maternal insufficient extra food intake (aOR = 2.15, 95% CI: 1.11–4.15) were significantly associated with stunting. Conclusion: The observed stunting prevalence in IDP camps (21.1%) was substantial, highlighting the need for targeted interventions. Future efforts should aim to reduce stunting from the current rate to an estimated 5–10%, emphasizing comprehensive measures such as deworming, maternal nutrition, postnatal care improvement, robust immunization, and promoting healthcare facility deliveries.","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"42 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139456236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patterns and Clinico-Radiological Characteristics of Primary Liver Masses in Children Treated at a Tertiary Referral Hospital, in Ethiopia 埃塞俄比亚一家三级转诊医院收治的儿童原发性肝脏肿块的模式和临床放射学特征
Q2 PEDIATRICS Pub Date : 2023-12-01 DOI: 10.2147/PHMT.S433460
Melese Ayllo, A. Tamire, Mohammed Legas, Gashaw Arega
Background Liver masses are a cause of morbidity and mortality in children worldwide. Although the patterns and clinical-radiological characteristics of primary liver masses have been studied in developed countries, few studies have been conducted in developing countries. Studying the patterns of liver mass in children helps to improve the outcome of liver masses and to design preventive strategies if the identified risk factors are preventable. Material and Method A hospital-based cross-sectional study was conducted on children who met the inclusion criteria, using a self-administered structured questionnaire. The collected data were analyzed using the Statistical Package for Social Sciences (SPSS) version 25. Statistical significance was set at P < 0.05. Descriptive and logistic regression analyses were used to assess the determinant factors. Results A total of 74 children were included, with most patients being males (60.8%). More than one-third (n = 27) of the participants were between 1 and 4 years of age and the mean age at diagnosis of the liver mass was 4.6 years. The duration of illness at presentation to Tikur Anbessa Specialized Hospital was between 4 and 8 weeks, in 42% of the patients. The most common presenting symptom was abdominal swelling, accounting for 70.3% (n = 52) of the patients. Benign hepatic mass lesions accounted for 57.5% (n = 42), and 43.2% (n = 32) were malignant liver masses. Most lesions were solitary and involved the right lobe of the liver. The common benign hepatic masses were pyogenic liver abscesses (38.1%), and the most common malignant hepatic masses were hepatoblastomas (78.1%). Conclusion Pyogenic liver abscess was the most common benign hepatic mass and hepatoblastoma was the most common malignant hepatic mass in our study. Most lesions were solitary and involved the right lobe. Understanding the patterns of liver masses will help in the early diagnosis and improve treatment outcomes in children with liver masses.
背景:肝肿块是全世界儿童发病和死亡的原因之一。虽然在发达国家已经对原发性肝肿块的形态和临床放射学特征进行了研究,但在发展中国家进行的研究很少。如果确定的危险因素是可以预防的,研究儿童肝肿块的模式有助于改善肝肿块的结果,并设计预防策略。材料与方法采用自我管理的结构化问卷,对符合纳入标准的儿童进行了以医院为基础的横断面研究。收集的数据使用社会科学统计软件包(SPSS)第25版进行分析。差异有统计学意义,P < 0.05。采用描述性和逻辑回归分析来评估决定因素。结果共纳入74例患儿,男性占60.8%。超过三分之一(n = 27)的参与者年龄在1到4岁之间,肝脏肿块诊断时的平均年龄为4.6岁。42%的患者在提库尔安贝萨专科医院就诊时的病程在4至8周之间。最常见的表现为腹部肿胀,占70.3% (n = 52)。良性肝团块病变占57.5% (n = 42),恶性肝团块占43.2% (n = 32)。大多数病变是孤立的,累及肝右叶。良性肿块以化脓性肝脓肿(38.1%)最为常见,恶性肿块以肝母细胞瘤(78.1%)最为常见。结论化脓性肝脓肿是最常见的良性肝脏肿块,肝母细胞瘤是最常见的恶性肝脏肿块。大多数病变是孤立的,累及右脑叶。了解肝肿块的模式将有助于早期诊断和改善儿童肝肿块的治疗效果。
{"title":"Patterns and Clinico-Radiological Characteristics of Primary Liver Masses in Children Treated at a Tertiary Referral Hospital, in Ethiopia","authors":"Melese Ayllo, A. Tamire, Mohammed Legas, Gashaw Arega","doi":"10.2147/PHMT.S433460","DOIUrl":"https://doi.org/10.2147/PHMT.S433460","url":null,"abstract":"Background Liver masses are a cause of morbidity and mortality in children worldwide. Although the patterns and clinical-radiological characteristics of primary liver masses have been studied in developed countries, few studies have been conducted in developing countries. Studying the patterns of liver mass in children helps to improve the outcome of liver masses and to design preventive strategies if the identified risk factors are preventable. Material and Method A hospital-based cross-sectional study was conducted on children who met the inclusion criteria, using a self-administered structured questionnaire. The collected data were analyzed using the Statistical Package for Social Sciences (SPSS) version 25. Statistical significance was set at P < 0.05. Descriptive and logistic regression analyses were used to assess the determinant factors. Results A total of 74 children were included, with most patients being males (60.8%). More than one-third (n = 27) of the participants were between 1 and 4 years of age and the mean age at diagnosis of the liver mass was 4.6 years. The duration of illness at presentation to Tikur Anbessa Specialized Hospital was between 4 and 8 weeks, in 42% of the patients. The most common presenting symptom was abdominal swelling, accounting for 70.3% (n = 52) of the patients. Benign hepatic mass lesions accounted for 57.5% (n = 42), and 43.2% (n = 32) were malignant liver masses. Most lesions were solitary and involved the right lobe of the liver. The common benign hepatic masses were pyogenic liver abscesses (38.1%), and the most common malignant hepatic masses were hepatoblastomas (78.1%). Conclusion Pyogenic liver abscess was the most common benign hepatic mass and hepatoblastoma was the most common malignant hepatic mass in our study. Most lesions were solitary and involved the right lobe. Understanding the patterns of liver masses will help in the early diagnosis and improve treatment outcomes in children with liver masses.","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"122 46","pages":"455 - 464"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138608072","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hypercalcemia in a 5-Year-Old Child with Disseminated Tuberculosis: Case Report and Literature Review 一名患有播散性结核病的 5 岁儿童出现高钙血症:病例报告和文献综述
Q2 PEDIATRICS Pub Date : 2023-12-01 DOI: 10.2147/PHMT.S435222
F. Salah, Abubeker Abdela, Zeinab Obeid, Leul Adane, Gashaw Arega
Abstract In tuberculous patient, abnormal extrarenal production of 1.25-dihydroxyvitamin D3 by activated macrophages results in hypercalcemia. High calcium level associated with tuberculosis is frequent in adults with active pulmonary tuberculosis even though most patients are asymptomatic, while hypercalcemia in children due to disseminated tuberculosis is rare. Here, we described a case of a 5-year-old who presented with cough and right anterior chest swelling of two-month duration with an Erythrocyte Sedimentation Rate of 144mm/hour, and a high serum ionized calcium level of 1.46millimol/L. With the epidemiologically prevalence, clinical and radiological imaging findings the diagnosis of disseminated tuberculosis to lung, pleura, lymph node, liver and bone was made, and the child was started with the anti-tuberculosis treatment, hypercalcemia was attributed to the disseminated tuberculosis precipitated by high calcium meal intake and excessive sun exposure. Tuberculosis can be complicated with hypercalcemia; care must be taken in supplementing vitamin D and high calcium meals especially in high sun exposure geographic areas.
在结核患者中,激活的巨噬细胞在肾外产生1.25-二羟基维生素D3异常导致高钙血症。在成人活动性肺结核患者中,尽管大多数患者无症状,但与结核病相关的高钙水平是常见的,而儿童因播散性肺结核引起的高钙血症是罕见的。在这里,我们描述了一个5岁的病例,他表现为咳嗽和右前胸肿胀,持续两个月,红细胞沉降率为144毫米/小时,血清电离钙水平高,为1.46毫摩尔/升。根据流行病学流行情况、临床及影像学检查结果,诊断为弥散性结核累及肺、胸膜、淋巴结、肝脏及骨骼,并开始抗结核治疗,高钙血症归因于高钙粉摄入和过度日晒导致的弥散性结核。结核病可并发高钙血症;在补充维生素D和高钙食物时必须小心,特别是在阳光暴晒的地理区域。
{"title":"Hypercalcemia in a 5-Year-Old Child with Disseminated Tuberculosis: Case Report and Literature Review","authors":"F. Salah, Abubeker Abdela, Zeinab Obeid, Leul Adane, Gashaw Arega","doi":"10.2147/PHMT.S435222","DOIUrl":"https://doi.org/10.2147/PHMT.S435222","url":null,"abstract":"Abstract In tuberculous patient, abnormal extrarenal production of 1.25-dihydroxyvitamin D3 by activated macrophages results in hypercalcemia. High calcium level associated with tuberculosis is frequent in adults with active pulmonary tuberculosis even though most patients are asymptomatic, while hypercalcemia in children due to disseminated tuberculosis is rare. Here, we described a case of a 5-year-old who presented with cough and right anterior chest swelling of two-month duration with an Erythrocyte Sedimentation Rate of 144mm/hour, and a high serum ionized calcium level of 1.46millimol/L. With the epidemiologically prevalence, clinical and radiological imaging findings the diagnosis of disseminated tuberculosis to lung, pleura, lymph node, liver and bone was made, and the child was started with the anti-tuberculosis treatment, hypercalcemia was attributed to the disseminated tuberculosis precipitated by high calcium meal intake and excessive sun exposure. Tuberculosis can be complicated with hypercalcemia; care must be taken in supplementing vitamin D and high calcium meals especially in high sun exposure geographic areas.","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"5 2","pages":"477 - 481"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138625342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Scoping Review of Gut Microbiome and Bifidobacterium Research in Zimbabwe: Implications for Future Studies 津巴布韦肠道微生物组和双歧杆菌研究范围综述:对未来研究的启示
Q2 PEDIATRICS Pub Date : 2023-12-01 DOI: 10.2147/PHMT.S414766
Danai T Zhou, Taona Mudhluli, Lindsay J Hall, Justen Manasa, S. Munyati
Background Gut microbiota play a key role in host health, with certain Bifidobacterium strains critical for immune development. The healthy gut of breastfed infants is dominated by these pioneer microbes, especially the strains that feed on human milk oligosaccharides. Objective This is a scoping review of gut microbiome research from Zimbabwe. It focuses on distribution and dynamic changes of bifidobacteria, and milk components that promote growth of microbes in infants, together with the distribution of associated gut microbes in adults. Design Online databases were searched for publications from 2000 to 2023. Results and Analysis Fourteen publications on microbiota of infants and adults were included in this scoping review. Most were cross-sectional, while three were clinical trials/cohort protocols. Publications focused on pediatrics (78.5%), pregnant women (14.3%), and men (7.2%). Zimbabwe has a high burden of HIV; hence 35.7% of study populations were delineated by HIV status. The laboratory methods used included shotgun metagenomics (62%) or 16S rRNA gene amplicon sequencing. Almost 85% of the studies focused on total microbiome profiles and rarely reported the distribution of different Bifidobacterium species and variants. None of the papers studied human breast milk composition. There were reports of reduced abundance of beneficial genera in pregnant women, children, and adolescents living with HIV. Additionally, gut microbiota was reported to be poorly predictive of child growth and vaccine response, though this was not conclusive. Conclusion There are few studies that characterize the gut microbiome by Zimbabwe-based researchers. However, studies on strain level diversity of Bifidobacterium and other key microbes, and their role in health during and beyond infancy, lag behind in Zimbabwe and other low- and middle-income countries. Such cohorts are needed to inform future mechanistic studies and downstream translational work such as next-generation probiotics and prebiotics.
背景 肠道微生物群对宿主健康起着关键作用,其中某些双歧杆菌菌株对免疫系统的发育至关重要。母乳喂养婴儿的健康肠道主要由这些先驱微生物组成,尤其是以母乳低聚糖为食的菌株。目的 这是一篇关于津巴布韦肠道微生物组研究的范围综述。重点关注双歧杆菌的分布和动态变化、促进婴儿体内微生物生长的牛奶成分以及成人体内相关肠道微生物的分布。设计 通过在线数据库搜索 2000 年至 2023 年期间的出版物。结果与分析 本次范围界定综述共收录了 14 篇关于婴儿和成人微生物群的出版物。大部分为横断面研究,三篇为临床试验/队列方案。研究对象主要集中在儿科(78.5%)、孕妇(14.3%)和男性(7.2%)。津巴布韦的艾滋病毒感染率很高,因此有 35.7% 的研究人群是按艾滋病毒感染状况划分的。使用的实验室方法包括枪式元基因组学(62%)或 16S rRNA 基因扩增片段测序。近 85% 的研究侧重于总微生物组概况,很少报告不同双歧杆菌种类和变异体的分布情况。没有一篇论文对母乳成分进行研究。有报告称,感染艾滋病毒的孕妇、儿童和青少年体内的有益菌属数量减少。此外,有报告称肠道微生物群对儿童生长和疫苗反应的预测性较差,但这并不是最终结论。结论 津巴布韦研究人员对肠道微生物群特征的研究很少。然而,在津巴布韦和其他中低收入国家,对双歧杆菌和其他关键微生物的菌株多样性及其在婴儿期和婴儿期后对健康的作用的研究还很落后。未来的机理研究和下游转化工作(如下一代益生菌和益生元)需要这样的队列来提供信息。
{"title":"A Scoping Review of Gut Microbiome and Bifidobacterium Research in Zimbabwe: Implications for Future Studies","authors":"Danai T Zhou, Taona Mudhluli, Lindsay J Hall, Justen Manasa, S. Munyati","doi":"10.2147/PHMT.S414766","DOIUrl":"https://doi.org/10.2147/PHMT.S414766","url":null,"abstract":"Background Gut microbiota play a key role in host health, with certain Bifidobacterium strains critical for immune development. The healthy gut of breastfed infants is dominated by these pioneer microbes, especially the strains that feed on human milk oligosaccharides. Objective This is a scoping review of gut microbiome research from Zimbabwe. It focuses on distribution and dynamic changes of bifidobacteria, and milk components that promote growth of microbes in infants, together with the distribution of associated gut microbes in adults. Design Online databases were searched for publications from 2000 to 2023. Results and Analysis Fourteen publications on microbiota of infants and adults were included in this scoping review. Most were cross-sectional, while three were clinical trials/cohort protocols. Publications focused on pediatrics (78.5%), pregnant women (14.3%), and men (7.2%). Zimbabwe has a high burden of HIV; hence 35.7% of study populations were delineated by HIV status. The laboratory methods used included shotgun metagenomics (62%) or 16S rRNA gene amplicon sequencing. Almost 85% of the studies focused on total microbiome profiles and rarely reported the distribution of different Bifidobacterium species and variants. None of the papers studied human breast milk composition. There were reports of reduced abundance of beneficial genera in pregnant women, children, and adolescents living with HIV. Additionally, gut microbiota was reported to be poorly predictive of child growth and vaccine response, though this was not conclusive. Conclusion There are few studies that characterize the gut microbiome by Zimbabwe-based researchers. However, studies on strain level diversity of Bifidobacterium and other key microbes, and their role in health during and beyond infancy, lag behind in Zimbabwe and other low- and middle-income countries. Such cohorts are needed to inform future mechanistic studies and downstream translational work such as next-generation probiotics and prebiotics.","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"30 ","pages":"483 - 496"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138988658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Short-Term Impact of Cardiac Intervention on the Nutritional Status of Malnourished Children with Congenital Heart Disease – A Report from a Developing African Country, Ethiopia 心脏干预对先天性心脏病营养不良儿童营养状况的短期影响--来自非洲发展中国家埃塞俄比亚的报告
Q2 PEDIATRICS Pub Date : 2023-12-01 DOI: 10.2147/PHMT.S431164
Kidist Tesfaye, Temesgen Tsega
Background and Objective Malnutrition is a common problem in infants and children with congenital heart defect and has an impact on the disease outcome. This study aimed to assess the short-term impact of corrective cardiac intervention on growth recovery of malnourished children with congenital heart defects. Methods A retrospective cohort study was conducted over a year period (April 2021 to April 2022) by retrieving data from pediatric corrective cardiac interventions performed over a period of 5 years (2017–2021). We enrolled pediatric patients with congenital heart disease whose age is less than 18 years and have undergone corrective cardiac intervention. Those children identified to have malnutrition pre-operatively have been followed for 6 months postoperatively. Anthropometry measurements were used to measure the outcome, before intervention and every 3 months for a total of 6 months after correction. Results A total of 148 children from age 2 months to 18 years with a mean age of 5 years were included in the study. Most of the subjects had acyanotic CHD accounting for 93.2%. Magnitudes of underweight, wasting and stunting at pre intervention were 54%, 54.1% and 59.5% respectively, decreased to 40.7%, 39.2%, 49.2% and 29.3%, 25.9%, 34.8% at the 3rd and 6th month of the post intervention period respectively. Predictors of undernutrition at post intervention were type of CHD, age at correction, PAH, type of intervention and were summarized. Comparison of Z-scores for WFH and HFA on the 3rd and 6th month post intervention has shown significant improvement from baseline. Those subjects with PAH and older age at correction have a greater chance of being underweight and wasted. Conclusion Malnutrition is very common in children with CHD and is predicted by the presence of pulmonary hypertension and older age at correction. Corrective cardiac intervention significantly improved nutritional status during the follow-up over 6 months.
背景与目的营养不良是婴幼儿先天性心脏缺损的常见问题,对其预后有重要影响。本研究旨在评估矫正性心脏干预对先天性心脏缺陷营养不良儿童生长恢复的短期影响。方法回顾性队列研究,为期一年(2021年4月至2022年4月),检索了5年(2017-2021年)儿童心脏矫正干预的数据。我们招募了年龄小于18岁并接受过心脏矫正干预的先天性心脏病患儿。术前确认营养不良的儿童术后随访6个月。在干预前和纠正后共6个月,每3个月使用人体测量测量结果。结果共纳入148例2月龄至18岁儿童,平均年龄5岁。无精子型冠心病占93.2%。干预前体重不足、消瘦和发育迟缓的比例分别为54%、54.1%和59.5%,干预后第3、6个月分别降至40.7%、39.2%、49.2%和29.3%、25.9%、34.8%。干预后营养不良的预测因子为冠心病类型、矫正年龄、PAH、干预类型,并进行总结。干预后第3个月和第6个月WFH和HFA的z分数比较显示较基线有显著改善。那些患有多环芳烃和矫正年龄较大的受试者体重过轻和消瘦的可能性更大。结论营养不良在冠心病患儿中很常见,与肺动脉高压的存在和校正年龄的增大有关。在6个多月的随访中,矫正性心脏干预显著改善了营养状况。
{"title":"Short-Term Impact of Cardiac Intervention on the Nutritional Status of Malnourished Children with Congenital Heart Disease – A Report from a Developing African Country, Ethiopia","authors":"Kidist Tesfaye, Temesgen Tsega","doi":"10.2147/PHMT.S431164","DOIUrl":"https://doi.org/10.2147/PHMT.S431164","url":null,"abstract":"Background and Objective Malnutrition is a common problem in infants and children with congenital heart defect and has an impact on the disease outcome. This study aimed to assess the short-term impact of corrective cardiac intervention on growth recovery of malnourished children with congenital heart defects. Methods A retrospective cohort study was conducted over a year period (April 2021 to April 2022) by retrieving data from pediatric corrective cardiac interventions performed over a period of 5 years (2017–2021). We enrolled pediatric patients with congenital heart disease whose age is less than 18 years and have undergone corrective cardiac intervention. Those children identified to have malnutrition pre-operatively have been followed for 6 months postoperatively. Anthropometry measurements were used to measure the outcome, before intervention and every 3 months for a total of 6 months after correction. Results A total of 148 children from age 2 months to 18 years with a mean age of 5 years were included in the study. Most of the subjects had acyanotic CHD accounting for 93.2%. Magnitudes of underweight, wasting and stunting at pre intervention were 54%, 54.1% and 59.5% respectively, decreased to 40.7%, 39.2%, 49.2% and 29.3%, 25.9%, 34.8% at the 3rd and 6th month of the post intervention period respectively. Predictors of undernutrition at post intervention were type of CHD, age at correction, PAH, type of intervention and were summarized. Comparison of Z-scores for WFH and HFA on the 3rd and 6th month post intervention has shown significant improvement from baseline. Those subjects with PAH and older age at correction have a greater chance of being underweight and wasted. Conclusion Malnutrition is very common in children with CHD and is predicted by the presence of pulmonary hypertension and older age at correction. Corrective cardiac intervention significantly improved nutritional status during the follow-up over 6 months.","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"195 3","pages":"465 - 475"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138621469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
School Feeding and Nutritional Status of Students in Dubti District, Afar, Northeast Ethiopia: Comparative Cross-Sectional Study [Letter]. 埃塞俄比亚东北部阿法尔省 Dubti 地区学生的学校供餐和营养状况:横断面比较研究[信函]。
Q2 PEDIATRICS Pub Date : 2023-11-30 eCollection Date: 2023-01-01 DOI: 10.2147/PHMT.S447517
Vernando Yanry Lameky
{"title":"School Feeding and Nutritional Status of Students in Dubti District, Afar, Northeast Ethiopia: Comparative Cross-Sectional Study [Letter].","authors":"Vernando Yanry Lameky","doi":"10.2147/PHMT.S447517","DOIUrl":"10.2147/PHMT.S447517","url":null,"abstract":"","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"14 ","pages":"453-454"},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10695016/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138489302","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence of Bradycardia After Induction of General Anesthesia and Associated Factors Among Surgical Pediatric Patients. A Prospective Observational Study. 外科儿科患者全麻诱导后心动过缓的患病率及相关因素。前瞻性观察研究。
Q2 PEDIATRICS Pub Date : 2023-11-06 eCollection Date: 2023-01-01 DOI: 10.2147/PHMT.S429321
Tajera Tageza Ilala, Gudeta Teku Ayano, Minda Abebe Seife, Mengistu Yinges Kebede, Belete Alemu Geleta, Kidanemariam Tamrat Yilma

Background: Heart rate is the main determinant factor of the child's cardiac output in the first year of life. Thus, bradycardia decreases cardiac output leading to fatal cardiac arrhythmias, cardiac arrest, and even death. The objective of this study is to determine the prevalence of bradycardia and its associated factors after induction of general anesthesia among pediatric patients operated at Hawassa University Comprehensive Specialized Hospital (HUCSH).

Methods: Prospective observational study was employed at HUCSH by using a systematic random sampling technique. Pediatric surgical patients less than 6 years old were included in the study. Data were entered into Epi data statistical software (version 4.6.0.) and exported to SPSS (version 25.0). Categorical data were analyzed using chi-square statistics, and continuous data were analyzed using Student's t-test. Bivariable logistic regression was used to select candidate variables for multivariable logistic regression.

Results: The prevalence of bradycardia among 205 pediatric patients included in this study was 19.5%. Preoperative risk of hypoxia, opioids premedication, inhalational induction (halothane), difficult intubation, intraoperative complications, and significant surgical blood loss were independently associated with bradycardia.

Conclusion: The prevalence of bradycardia after induction of general anesthesia was 19.5%. Preoperative risk of hypoxia, opioids premedication, inhalational induction (particularly with halothane), difficult intubation, intraoperative complications such as hypoxia, and significant blood loss were significantly associated with bradycardia.

背景:心率是儿童出生第一年心输出量的主要决定因素。因此,心动过缓减少心输出量,导致致命性心律失常、心脏骤停,甚至死亡。本研究的目的是确定在哈瓦萨大学综合专科医院(HUCSH)手术的儿科患者全麻诱导后心动过缓的患病率及其相关因素。方法:采用系统随机抽样方法进行前瞻性观察研究。6岁以下的儿科外科患者被纳入研究。数据输入Epi数据统计软件(4.6.0版本),导出到SPSS软件(25.0版本)。分类资料采用卡方统计,连续资料采用t检验。采用双变量逻辑回归选择多变量逻辑回归的候选变量。结果:本研究纳入的205例儿科患者中,心动过缓的患病率为19.5%。术前缺氧、阿片类药物预用药、吸入诱导(氟烷)、插管困难、术中并发症和大量手术失血的风险与心动过缓独立相关。结论:全麻诱导后心动过缓发生率为19.5%。术前缺氧、阿片类药物预用药、吸入诱导(特别是氟烷)、插管困难、术中并发症(如缺氧)和大量失血的风险与心动过缓显著相关。
{"title":"Prevalence of Bradycardia After Induction of General Anesthesia and Associated Factors Among Surgical Pediatric Patients. A Prospective Observational Study.","authors":"Tajera Tageza Ilala, Gudeta Teku Ayano, Minda Abebe Seife, Mengistu Yinges Kebede, Belete Alemu Geleta, Kidanemariam Tamrat Yilma","doi":"10.2147/PHMT.S429321","DOIUrl":"10.2147/PHMT.S429321","url":null,"abstract":"<p><strong>Background: </strong>Heart rate is the main determinant factor of the child's cardiac output in the first year of life. Thus, bradycardia decreases cardiac output leading to fatal cardiac arrhythmias, cardiac arrest, and even death. The objective of this study is to determine the prevalence of bradycardia and its associated factors after induction of general anesthesia among pediatric patients operated at Hawassa University Comprehensive Specialized Hospital (HUCSH).</p><p><strong>Methods: </strong>Prospective observational study was employed at HUCSH by using a systematic random sampling technique. Pediatric surgical patients less than 6 years old were included in the study. Data were entered into Epi data statistical software (version 4.6.0.) and exported to SPSS (version 25.0). Categorical data were analyzed using chi-square statistics, and continuous data were analyzed using Student's <i>t</i>-test. Bivariable logistic regression was used to select candidate variables for multivariable logistic regression.</p><p><strong>Results: </strong>The prevalence of bradycardia among 205 pediatric patients included in this study was 19.5%. Preoperative risk of hypoxia, opioids premedication, inhalational induction (halothane), difficult intubation, intraoperative complications, and significant surgical blood loss were independently associated with bradycardia.</p><p><strong>Conclusion: </strong>The prevalence of bradycardia after induction of general anesthesia was 19.5%. Preoperative risk of hypoxia, opioids premedication, inhalational induction (particularly with halothane), difficult intubation, intraoperative complications such as hypoxia, and significant blood loss were significantly associated with bradycardia.</p>","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"14 ","pages":"419-434"},"PeriodicalIF":0.0,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10637223/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89721009","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Detection and Severity Identification of Neonatal Seizure Using Deep Convolutional Neural Networks from Multichannel EEG Signal. 利用深度卷积神经网络从多通道脑电信号中检测和识别新生儿癫痫的严重程度。
Q2 PEDIATRICS Pub Date : 2023-11-01 eCollection Date: 2023-01-01 DOI: 10.2147/PHMT.S427773
Biniam Seifu Debelo, Bheema Lingaiah Thamineni, Hanumesh Kumar Dasari, Ahmed Ali Dawud

Introduction: One of the most frequent neurological conditions in newborns is neonatal seizures, which may indicate severe neurological dysfunction. These seizures may have very subtle or very modest clinical indications because patterns like oscillatory (spike) trains begin with relatively low amplitude and gradually increase over time. This becomes very challenging and erroneous if clinical observation is the primary basis for identifying newborn seizures. In this study, a diagnosis system using deep convolutional neural networks is proposed to determine and classify the severity level of neonatal seizures using multichannel neonatal EEG data.

Methods: Datasets from publicly accessible online sources were used to compile clinical multichannel EEG datasets. Various preprocessing steps were taken, including the conversion of 2D time series data to equivalent waveform pictures. The proposed models have undergone training, and evaluations of their performance were conducted.

Results: The proposed CNN was used to perform binary classification with an accuracy of 92.6%, F1-score of 92.7%, specificity of 92.8%, and precision of 92.6%. To detect newborn seizures, this model is utilized. Using the proposed CNN model, multiclassification was performed with accuracy rates of 88.6%, specificity rates of 92.18%, F1-score rates of 85.61%, and precision rates of 88.9%. The results demonstrated that the suggested strategy can assist medical professionals in making accurate diagnoses close to healthcare institutions.

Conclusion: The developed system was capable of detecting neonatal seizures and has the potential to be used as a decision-making tool in resource-limited areas with a scarcity of expert neurologists.

引言:新生儿最常见的神经系统疾病之一是新生儿癫痫发作,这可能表明严重的神经功能障碍。这些癫痫发作可能具有非常微妙或非常温和的临床指征,因为振荡(尖峰)训练等模式开始时振幅相对较低,并随着时间的推移逐渐增加。如果临床观察是识别新生儿癫痫发作的主要依据,这将变得非常具有挑战性和错误。在这项研究中,提出了一种使用深度卷积神经网络的诊断系统,以使用多通道新生儿脑电图数据来确定和分类新生儿癫痫发作的严重程度。方法:使用来自公众可访问的在线来源的数据集来汇编临床多通道脑电图数据集。采取了各种预处理步骤,包括将2D时间序列数据转换为等效波形图片。已对拟议的模型进行了培训,并对其性能进行了评估。结果:所提出的CNN用于进行二元分类,准确率为92.6%,F1评分为92.7%,特异性为92.8%,准确度为92.6%。该模型用于检测新生儿癫痫发作。使用所提出的CNN模型,进行了多分类,准确率为88.6%,特异度为92.18%,F1评分率为85.61%,精确率为88.9%。结果表明,所提出的策略可以帮助医疗专业人员在医疗机构附近做出准确的诊断。结论:所开发的系统能够检测新生儿癫痫发作,并有潜力在资源有限、缺乏神经科专家的地区用作决策工具。
{"title":"Detection and Severity Identification of Neonatal Seizure Using Deep Convolutional Neural Networks from Multichannel EEG Signal.","authors":"Biniam Seifu Debelo, Bheema Lingaiah Thamineni, Hanumesh Kumar Dasari, Ahmed Ali Dawud","doi":"10.2147/PHMT.S427773","DOIUrl":"https://doi.org/10.2147/PHMT.S427773","url":null,"abstract":"<p><strong>Introduction: </strong>One of the most frequent neurological conditions in newborns is neonatal seizures, which may indicate severe neurological dysfunction. These seizures may have very subtle or very modest clinical indications because patterns like oscillatory (spike) trains begin with relatively low amplitude and gradually increase over time. This becomes very challenging and erroneous if clinical observation is the primary basis for identifying newborn seizures. In this study, a diagnosis system using deep convolutional neural networks is proposed to determine and classify the severity level of neonatal seizures using multichannel neonatal EEG data.</p><p><strong>Methods: </strong>Datasets from publicly accessible online sources were used to compile clinical multichannel EEG datasets. Various preprocessing steps were taken, including the conversion of 2D time series data to equivalent waveform pictures. The proposed models have undergone training, and evaluations of their performance were conducted.</p><p><strong>Results: </strong>The proposed CNN was used to perform binary classification with an accuracy of 92.6%, F1-score of 92.7%, specificity of 92.8%, and precision of 92.6%. To detect newborn seizures, this model is utilized. Using the proposed CNN model, multiclassification was performed with accuracy rates of 88.6%, specificity rates of 92.18%, F1-score rates of 85.61%, and precision rates of 88.9%. The results demonstrated that the suggested strategy can assist medical professionals in making accurate diagnoses close to healthcare institutions.</p><p><strong>Conclusion: </strong>The developed system was capable of detecting neonatal seizures and has the potential to be used as a decision-making tool in resource-limited areas with a scarcity of expert neurologists.</p>","PeriodicalId":74410,"journal":{"name":"Pediatric health, medicine and therapeutics","volume":"14 ","pages":"405-417"},"PeriodicalIF":0.0,"publicationDate":"2023-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625745/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71489750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Pediatric health, medicine and therapeutics
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1