腰椎穿刺在蛛网膜下腔出血中的完整数据集
包含10187例自发性蛛网膜下腔出血病例的临床审核数据集,记录CT与腰椎穿刺诊断结果,用于评估LP诊断价值及NICE指南影响。

基本信息
资源简介
腰椎穿刺在蛛网膜下腔出血中的完整数据集
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 100.67 KB,主题涵盖 lumbar puncture (LP)、subarachnoid haemorrage、cerebral aneurysms,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《Full dataset LP in SAH.xlsx》。源站首次发布:2025-04-29。
【数据内容】
源站原始描述:ABSTRACT Objectives: This study sought to identify the proportion of spontaneous subarachnoid haemorrhage (SAH) patients diagnosed by Lumbar Puncture (LP). Furthermore to report the incidence of aneurysmal SAH if a CT scan performed within 6 hours was reported as negative, and finally to investigate if there has been a change in practice since the new NICE guidance for the diagnosis of SAH was published in November 2022. Methods: A pragmatic multicentre audit was conducted in the UK and Ireland…
【数据结构与技术规格】
文件数 1 个,合计 100.67 KB。Full dataset LP in SAH.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,100.67 KB。数据集 DOI:10.6084/m9.figshare.28890338.v1。
【主题与分类】
源站学科分类:Emergency medicine。主题标签:lumbar puncture (LP)、subarachnoid haemorrage、cerebral aneurysms。
【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://figshare.com/articles/dataset/Full_dataset_LP_in_SAH_xlsx/28890338
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Thompson, Daniel (2025). Full dataset LP in SAH.xlsx. figshare. Dataset
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:Full dataset LP in SAH.xlsx
- DOI:10.6084/m9.figshare.28890338.v1
- 发布日期:2025-04-29
- 文件数:1 个
- 文件总体积:100.67 KB
- 源站页面:https://figshare.com/articles/dataset/Full_dataset_LP_in_SAH_xlsx/28890338
命令行下载
curl -L -o "Full dataset LP in SAH.xlsx" "https://ndownloader.figshare.com/files/54036482"
文件清单
Full dataset LP in SAH.xlsx(100.67 KB)
文件总体积 100.67 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
ABSTRACT
Objectives: This study sought to identify the proportion of spontaneous subarachnoid haemorrhage (SAH) patients diagnosed by Lumbar Puncture (LP). Furthermore to report the incidence of aneurysmal SAH if a CT scan performed within 6 hours was reported as negative, and finally to investigate if there has been a change in practice since the new NICE guidance for the diagnosis of SAH was published in November 2022.
Methods: A pragmatic multicentre audit was conducted in the UK and Ireland capturing referrals to 25 Neurosurgical centres between 1st November 2020 - 31st October 2023. Case referral identification was done in each unit using local medical records and referral databases based on local protocols.
Results: 10,187 cases of spontaneous SAH were diagnosed within the study period: 9,357 were diagnosed by CT and 717 by LP. 7% of all confirmed SAH cases underwent lumbar punctures to return a diagnosis of spontaneous SAH when a CT head scan was non-diagnostic. This yielded 213 (3%) diagnoses of aneurysmal SAH. 55 cases(1%) of aneurysmal SAH initially had negative CT head scans within 6 hours of ictus and a positive LP. We did not identify any evidence of a change in practice following the introduction of the NICE guidance in November 2022.
Conclusion: 1% of all diagnosed aneurysmal SAH were diagnosed by LP having initially had negative CT head scans within 6 hours of ictus. There does not appear to have been a change in practice when diagnosing suspected spontaneous SAH since the new NICE guidance was delivered in November 2022. This study shows that LP continues to be an important diagnostic test that will confirm a diagnosis of aneurysmal SAH in a small, but significant number of patients with thunderclap headache. We provide new data that may impact the current NICE guidelines on the diagnosis of SAH.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.28890338.v1(source: https://figshare.com/articles/dataset/Full_dataset_LP_in_SAH_xlsx/28890338)。
数据缺失?
依托陕西、四川两大基地,我们与超过十家三甲医院建立直接合作关系,覆盖合规授权、采集治理、专业标注、数据交付的全流程,为AI医疗团队提供即拿即用的高质量临床数据。
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