法国医院行政数据库验证甲状腺手术并发症数据集

数据集获取（Figshare）

• 源站标题：Unexpected discrepancies in hospital administrative databases can impact the accuracy of monitoring thyroid surgery outcomes in France
• DOI：10.1371/journal.pone.0208416
• 发布日期：2018-12-06
• 文件数：3 个
• 文件总体积：1.64 MB
• 源站页面：https://plos.figshare.com/articles/dataset/Unexpected_discrepancies_in_hospital_administrative_databases_can_impact_the_accuracy_of_monitoring_thyroid_surgery_outcomes_in_France/7432826

命令行下载

curl -L -o "pone.0208416.s001.docx" "https://ndownloader.figshare.com/files/13760810"
curl -L -o "pone.0208416.s002.docx" "https://ndownloader.figshare.com/files/13760813"
curl -L -o "pone.0208416.s003.docx" "https://ndownloader.figshare.com/files/13760816"

文件清单

• pone.0208416.s001.docx（541.04 KB）
• pone.0208416.s002.docx（543.29 KB）
• pone.0208416.s003.docx（552.41 KB）

文件总体积 1.64 MB（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

Objective
To determine the validity of hospital administrative databases compared to prospective collection of medical data assessing thyroid surgery complications.
Background
Administrative data are increasingly used to track surgical outcomes.
Methods
All patients undergoing thyroid surgery at three French university hospitals between April 2008 and April 2009 were prospectively included. Using diagnosis and procedural codes from hospital administrative database, we designed three indicators for measuring complications of thyroid surgery: recurrent laryngeal nerve palsy, postoperative hypoparathyroidism, and postoperative hemorrhage. Gold standard was obtained from a prospective collection of medical data after systematically screening each patient for the above-mentioned complications. Their ability to monitor surgical outcomes over time within individual hospitals was estimated using control charts. Spatial comparison between hospitals was performed by funnel plots.
Results
A total of 1909 patients were included. Complication rates extracted from administrative data were significantly lower compared to medical data (nerve palsy 2.4% vs. 6.7%, hypoparathyroidism 10.6% vs. 22.3%, pConclusions
The ability of indicators extracted from administrative databases to measure thyroid surgery outcomes depends on the quality of underlying data coding. Validation in every center should be a prerequisite before implementing such metrics for tracking performance

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0208416（source: https://plos.figshare.com/articles/dataset/Unexpected_discrepancies_in_hospital_administrative_databases_can_impact_the_accuracy_of_monitoring_thyroid_surgery_outcomes_in_France/7432826）。