美国良性子宫切除术门诊化趋势数据集（2008-2014）

数据集获取（Figshare）

• 源站标题：Movement to outpatient hysterectomy for benign indications in the United States, 2008–2014
• DOI：10.1371/journal.pone.0188812
• 发布日期：2017-11-30
• 文件数：6 个
• 文件总体积：527.75 KB
• 源站页面：https://plos.figshare.com/articles/dataset/Movement_to_outpatient_hysterectomy_for_benign_indications_in_the_United_States_2008_2014/5654302

命令行下载

curl -L -o "S1 Table.docx" "https://ndownloader.figshare.com/files/9863983"
curl -L -o "S2 Table.docx" "https://ndownloader.figshare.com/files/9863986"
curl -L -o "S3 Table.docx" "https://ndownloader.figshare.com/files/9863995"
curl -L -o "S4 Table.docx" "https://ndownloader.figshare.com/files/9863998"
curl -L -o "S1 Fig.tif" "https://ndownloader.figshare.com/files/9864001"
curl -L -o "S2 Fig.tif" "https://ndownloader.figshare.com/files/9864004"

文件清单

• S1 Table.docx（27.08 KB）
• S2 Table.docx（40.93 KB）
• S3 Table.docx（34.78 KB）
• S4 Table.docx（34.13 KB）
• S1 Fig.tif（182.80 KB）
• S2 Fig.tif（208.02 KB）

文件总体积 527.75 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

Introduction
The past decade has witnessed adoption of conservative gynecologic treatments, including minimally invasive surgery (MIS), alongside steady declines in inpatient hysterectomies. It remains unclear what factors have contributed to trends in outpatient benign hysterectomy (BH), as well as whether these trends exacerbate disparities.
Materials and methods
Retrospective cohort of 527,964 women ≥18 years old who underwent BH from 2008 to 2014. BH surgical approaches included: open/abdominal hysterectomy (AH), vaginal hysterectomy (VH), laparoscopic hysterectomy (LH), and robotic-assisted hysterectomy (RH). Quarterly frequencies were calculated by care setting and surgical approach. We used multilevel logistic regression (MLR) using the most recent year of data (2014) to examine the influence of patient-, physician-, and hospital-level preoperative factors and surgical approaches on outpatient migration.
Results
From 2008–2014, surgical approaches for LH and RH increased, which coincided with decreases in VH and AH. Overall, a 44.2% shift was observed from inpatient to outpatient settings (PConclusion
From 2008–2014, rates of LH and RH significantly increased. A significant shift from inpatient to outpatient setting was observed. These findings suggest that RH may facilitate the shift to outpatient BH, particularly for patients with complexities. The adoption of MIS in outpatient settings may improve access to disadvantaged patient groups.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0188812（source: https://plos.figshare.com/articles/dataset/Movement_to_outpatient_hysterectomy_for_benign_indications_in_the_United_States_2008_2014/5654302）。