基于干预的囊性纤维化儿童及其母亲心理健康强化方法

数据集获取

源站：https://clinicaltrials.gov/study/NCT06280066

标准获取流程：

1. 访问源站链接，注册/登录账号；
2. 进入数据集详情页，按页面指引申请权限或直接下载；
3. 部分平台提供 SDK，例如：
   • OpenDataLab: pip install openxlab 后 openxlab.dataset.get(...)
   • ModelScope: pip install modelscope 后 modelscope download
   • 天池: 登录后页面提供直链下载
     以源站「数据下载/使用文档」页面为准。

数据说明

Conditions: Cystic Fibrosis, Children, Resilience,Psychological, Laughter Yoga, Laughter Therapy, Mothers, Psychological Health, Lung Functions. Cystic fibrosis (CF) is a life-threatening exocrine gland disease that is often diagnosed in childhood and its incidence tends to increase. CF affects many systems, especially the respiratory and gastrointestinal systems, and is life-threatening with its progressive course. In addition to the complications that arise due to the disease affecting many systems, the limited life expectancy and poor prognosis also bring psychological and social problems for children and their families. Especially if it is a genetically inherited disease, it may cause the parent to blame himself or herself and experience psychological problems. It is stated that in order to make it easier for children with CF and their families to cope with the negativities brought about by the disease, their psychological resilience levels should be strengthened and health professionals should encourage families to do so. Apart from increasing the level of psychological resilience, other methods that contribute to the reduction of psychological problems include yoga, meditation and laughter yoga. Laughter yoga is a series of exercises that combine gratuitous laughter with yoga breathing techniques, as well as stretching-relaxation techniques, laughter and deep breathing exercises. It is reported that laughter yoga physiologically increases breathing in the body, relaxes muscles, strengthens mental function by reducing the level of stress hormones, reduces burnout, depression and anxiety levels, positively affects the quality of life and increases psychological well-being. In this context, an intervention program was created for children with CF and their mothers, including psychological resilience training, laughter yoga, concentrated breathing exercise and meditation.

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。