新生儿缺氧缺血性脑病治疗性低温研究数据集
包含35例缺氧缺血性脑病新生儿接受治疗性低温疗法的临床数据,涵盖并发症、呼吸支持、影像学结果等。

基本信息
资源简介
新生儿缺氧缺血性脑病治疗性低温研究数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 4 个文件、合计 26.62 KB,主题涵盖 Infant, newborn、Hypoxia, brain、Hypothermia、Asphyxia neonatorum、Magnetic resonance imaging,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Neuroprotective body hypothermia among newborns with hypoxic ischemic encephalopathy: three-year experience in a tertiary university hospital. A retrospective observational study》。配套论文《Neuroprotective body hypothermia among newborns with hypoxic ischemic encephalopathy: three-year experience in a tertiary university hospital. A retrospective observational study》发表于 Sao Paulo Medical Journal(2014),DOI:10.1590/1516-3180.2013.7740026。源站首次发布:2021-03-25。
【数据内容】
源站原始描述:CONTEXT AND OBJECTIVE:Neonatal hypoxic-ischemic encephalopathy is associated with high morbidity and mortality. Studies have shown that therapeutic hypothermia decreases neurological sequelae and death. Our aim was therefore to report on a three-year experience of therapeutic hypothermia among asphyxiated newborns.DESIGN AND SETTING:Retrospective study, conducted in a university hospital.METHODS:Thirty-five patients with perinatal asphyxia undergoing body cooling between May 2009 and November 20…
【数据结构与技术规格】
文件数 4 个,合计 26.62 KB。数据集 DOI:10.6084/m9.figshare.14306240.v1。
【主题与分类】
源站学科分类:Medicine。主题标签:Infant, newborn、Hypoxia, brain、Hypothermia、Asphyxia neonatorum、Magnetic resonance imaging。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/Neuroprotective_body_hypothermia_among_newborns_with_hypoxic_ischemic_encephalopathy_three-year_experience_in_a_tertiary_university_hospital_A_retrospective_observational_study/14306240
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Magalhães, Mauricio; Rodrigues, Francisco Paulo Martins; Chopard, Maria Renata Tollio; Melo, Victoria Catarina de Albuquerque; Melhado, Amanda; Oliveira, Inez; et al. (2015). Neuroprotective body hypothermia among newborns with hypoxic ischemic encephalopathy: three-year experience in a tertiary uni…
【使用注意】
· 源站最后修改于 2023-05-31,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Neuroprotective body hypothermia among newborns with hypoxic ischemic encephalopathy: three-year experience in a tertiary university hospital. A retrospective observational study
- DOI:10.6084/m9.figshare.14306240.v1
- 发布日期:2021-03-25
- 文件数:4 个
- 文件总体积:26.62 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Neuroprotective_body_hypothermia_among_newborns_with_hypoxic_ischemic_encephalopathy_three-year_experience_in_a_tertiary_university_hospital_A_retrospective_observational_study/14306240
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/27219875"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/27219881"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/27219884"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/27219887"
文件清单
Table_1.xls(9.73 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(5.63 KB)
文件总体积 26.62 KB(源站 API 实测)。
数据加载示例(图像类)
from PIL import Image
import glob, os
files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
+ glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)
# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path) # 要求 子目录=类别
目录组织与标注格式以源站说明和下载后实际文件为准。
数据说明
CONTEXT AND OBJECTIVE:Neonatal hypoxic-ischemic encephalopathy is associated with high morbidity and mortality. Studies have shown that therapeutic hypothermia decreases neurological sequelae and death. Our aim was therefore to report on a three-year experience of therapeutic hypothermia among asphyxiated newborns.DESIGN AND SETTING:Retrospective study, conducted in a university hospital.METHODS:Thirty-five patients with perinatal asphyxia undergoing body cooling between May 2009 and November 2012 were evaluated.RESULTS:Thirty-nine infants fulfilled the hypothermia protocol criteria. Four newborns were removed from study due to refractory septic shock, non-maintenance of temperature and severe coagulopathy. The median Apgar scores at 1 and 5 minutes were 2 and 5. The main complication was infection, diagnosed in seven mothers (20%) and 14 newborns (40%). Convulsions occurred in 15 infants (43%). Thirty-one patients (88.6%) required mechanical ventilation and 14 of them (45%) were extubated within 24 hours. The duration of mechanical ventilation among the others was 7.7 days. The cooling protocol was started 1.8 hours after birth. All patients showed elevated levels of creatine phosphokinase, creatine phosphokinase- MB and lactate dehydrogenase. There was no severe arrhythmia; one newborn (2.9%) presented controlled coagulopathy. Four patients (11.4%) presented controlled hypotension. Twenty-nine patients (82.9%) underwent cerebral ultrasonography and 10 of them (34.5%) presented white matter hyper-echogenicity. Brain magnetic resonance imaging was performed on 33 infants (94.3%) and 11 of them (33.3%) presented hypoxic-ischemic changes. The hospital stay was 23 days. All newborns were discharged. Two patients (5.8%) needed gastrostomy.CONCLUSION:Hypothermia as therapy for asphyxiated newborns was shown to be safe.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.14306240.v1(source: https://scielo.figshare.com/articles/dataset/Neuroprotective_body_hypothermia_among_newborns_with_hypoxic_ischemic_encephalopathy_three-year_experience_in_a_tertiary_university_hospital_A_retrospective_observational_study/14306240)。
数据缺失?
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