内镜超声引导下组织取样不良事件相关风险因素数据集

数据集获取（Figshare）

• 源站标题：Risk factors associated with adverse events during endoscopic ultrasound-guided tissue sampling
• DOI：10.1371/journal.pone.0189347
• 发布日期：2017-12-13
• 文件数：5 个
• 文件总体积：178.47 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Risk_factors_associated_with_adverse_events_during_endoscopic_ultrasound-guided_tissue_sampling/5699863

命令行下载

curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/9990769"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/9990772"
curl -L -o "S3 Table.docx" "https://ndownloader.figshare.com/files/9990781"
curl -L -o "S4 Table.docx" "https://ndownloader.figshare.com/files/9990787"
curl -L -o "S1 Data.xlsx" "https://ndownloader.figshare.com/files/9990802"

文件清单

• S1 Table.docx（23.12 KB）
• S2 Table.docx（18.82 KB）
• S3 Table.docx（20.54 KB）
• S4 Table.docx（21.72 KB）
• S1 Data.xlsx（94.27 KB）

文件总体积 178.47 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

Background and aim
Endoscopic ultrasound-guided fine-needle aspiration (EUS-FNA) is commonly used to obtain tissue external to the gastrointestinal tract. EUS-FNA is relatively safe, but occasionally adverse events have been reported. There is scarcity of data on risk factors of adverse events. The aim of this study is to identify risk factors associated with EUS-FNA.
Methods
In this multicenter case-control study, we retrospectively reviewed 4,097 cases between 2009 and 2012 at 15 hospitals in Korea. Among the patients there were 104 cases (2.5%) who had adverse events of which 12 (0.29%) were severe. We matched 520 controls (1:5 ratios) stratified by hospital to analyze the potential risk factors.
Results
The most common adverse events were pancreatitis (45/104, 43.3%) and infection (46/104, 44.2%). Endoscopic retrograde cholangiopancreatography (ERCP) on the same day was a risk factor of all adverse events [OR = 2.41, 95% CI (1.41, 4.12)], pancreatitis [OR = 2.31, 95% CI (1.02, 5.25)], and infection [OR = 2.75, 95% CI (1.31, 5.78)]. More than 15 to-and-fro movements during puncture increased the risk of pancreatitis [OR = 2.30, 95% CI (1.11, 4.77)] and infection [OR = 3.65, 95% CI (1.55, 8.59)]. A higher number of punctures was positively correlated with pancreatitis [OR = 1.34, 95% CI (1.08, 1.67)] but negatively correlated with infection [OR = 0.66, 95% CI (0.48, 0.89)].
Conclusions
EUS-FNA is a safe procedure in which serious adverse events are rare. We define some risk factors of adverse events during EUS-FNA, including ERCP on the same day, a higher number of punctures, and more than 15 to-and-fro movements.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0189347（source: https://plos.figshare.com/articles/dataset/Risk_factors_associated_with_adverse_events_during_endoscopic_ultrasound-guided_tissue_sampling/5699863）。