肥胖对康复的影响：员工认知与医院结局之间的不匹配

数据集获取（Figshare）

• 源站标题：The impact of obesity in rehabilitation: a mismatch between staff perception and hospital outcomes
• DOI：10.6084/m9.figshare.12387383.v1
• 发布日期：2020-05-29
• 文件数：3 个
• 文件总体积：119.05 KB
• 源站页面：https://tandf.figshare.com/articles/dataset/The_impact_of_obesity_in_rehabilitation_a_mismatch_between_staff_perception_and_hospital_outcomes/12387383

命令行下载

curl -L -o "idre_a_1768300_sm6045.docx" "https://ndownloader.figshare.com/files/22824545"
curl -L -o "idre_a_1768300_sm6044.docx" "https://ndownloader.figshare.com/files/22824548"
curl -L -o "idre_a_1768300_sm6043.doc" "https://ndownloader.figshare.com/files/22824551"

文件清单

• idre_a_1768300_sm6045.docx（13.99 KB）
• idre_a_1768300_sm6044.docx（13.93 KB）
• idre_a_1768300_sm6043.doc（91.14 KB）

文件总体积 119.05 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

To establish the prevalence of obesity in an inpatient rehabilitation setting, examine its impact on hospital outcomes, and explore staff perceptions of caring for patients with obesity.
A retrospective audit of inpatients admitted to a sub-acute rehabilitation hospital over 12 months. Hospital outcomes included length of stay (LOS), Functional Independence measure (FIM), and discharge destination. Linear regression models were used to determine whether obesity was associated with hospital outcomes. Staff working on rehabilitation wards were invited to complete a survey exploring their perceptions on caring for those who are obese.
Of 1280 episodes of care, 359 (28%) patients were classified as obese with a body mass index ≥30 kg/m2. Obesity was not associated with LOS or functional improvement after controlling for age, gender, and admission FIM. One hundred and twelve hospital staff (response rate 71%) completed the survey. Most rated their bariatric care knowledge as average (45%) or good (36%). The majority (60%) perceived that patients with obesity have longer LOS than those who are non-obese.
One-third of patients admitted to inpatient subacute rehabilitation were classified as obese. Whilst obesity was not associated with poorer hospital outcomes, staff perceived that obesity negatively impacts on care requirements and LOS.Implications for rehabilitation
A third of patients admitted to a public, inpatient rehabilitation setting may be classified as obese based on their body mass index.
Although staff perceived that obesity negatively impacts on length of stay and functional gains, there was no evidence that obesity was associated with poorer hospital outcomes.
Patients who are classified as obese were able to achieve comparable hospital outcomes including length of stay in the rehabilitation setting to those who are not obese.

A third of patients admitted to a public, inpatient rehabilitation setting may be classified as obese based on their body mass index.
Although staff perceived that obesity negatively impacts on length of stay and functional gains, there was no evidence that obesity was associated with poorer hospital outcomes.
Patients who ar

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.12387383.v1（source: https://tandf.figshare.com/articles/dataset/The_impact_of_obesity_in_rehabilitation_a_mismatch_between_staff_perception_and_hospital_outcomes/12387383）。