USG and sweat loss data

数据集获取（Figshare）

• 源站标题：USG and sweat loss data.
• DOI：10.1371/journal.pone.0286746.s006
• 发布日期：2023-06-02
• 文件数：1 个
• 文件总体积：11.68 KB
• 源站页面：https://plos.figshare.com/articles/dataset/USG_and_sweat_loss_data_/23288299

命令行下载

curl -L -o "pone.0286746.s006.xlsx" "https://ndownloader.figshare.com/files/41043910"

文件清单

• pone.0286746.s006.xlsx（11.68 KB）

文件总体积 11.68 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

Raising the ambient temperature of the operating theatre is common practice during burn surgeries to maintain the patient’s core body temperature; however, the effects of operating in the heat on cognitive performance, manual dexterity, and perceived workload of surgical staff have not been assessed in a real-world context. Therefore, the aim was to assess the real-time impact of heat during burn surgeries on staff’s cognitive function, manual dexterity, and perceptual measures (workload, thermal sensation, thermal comfort, perceived exertion, and fatigue) and physiological parameters (core temperature, heart-rate, fluid loss, and dehydration). Ten burn surgery staff members were assessed in CON (24.0±1.1°C, 45±6% relative humidity [RH]) and HOT (30.8±1.6°C, 39±7% RH) burn surgeries (average 150 min duration). Cognitive performance, manual dexterity, and perceptual measures were recorded pre- and post-surgery, while physiological parameters were recorded throughout surgery. HOT conditions did not significantly affect manual dexterity or cognitive function (p > .05), however HOT resulted in heat strain (increased heart-rate, core temperature, and fluid loss: p p < .05). Cognitive function and manual dexterity were maintained in hot conditions, suggesting that operating in approximately 31°C heat is a safe approach for patient treatment. However, job burnout, which is positively correlated with perceived workload, and the impact of cumulative fatigue on the mental health of surgery staff, must be considered in the context of supporting an effective health workforce.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0286746.s006（source: https://plos.figshare.com/articles/dataset/USG_and_sweat_loss_data_/23288299）。