通过连接性提高运动耐受性与活动量试验

数据集获取

源站：https://clinicaltrials.gov/study/NCT02700243

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. The aim of this study is to evaluate whether the use of a Fitbit device and an exercise prescription is associated with increased daily activity and in turn increased exercise tolerance in young adult patients with cystic fibrosis (CF). The investigators hypothesize that use of the Fitbit and an exercise prescription will be associated with increased exercise tolerance compared to standard counseling and an exercise prescription alone. For patients with CF, young adulthood and adolescence is a significant time of vulnerability. In addition to normal behavioral challenges of adolescence and young adulthood (seeking independence/autonomy while also choosing rebellion), those with CF are often dealing with significant disease progression. Therefore, working in new innovative ways to improve adherence to regimens that improve lung function such as exercise are needed to continue to support patients during this vulnerable time. Studies of patients with cystic fibrosis have shown that regular exercise training can decrease rate of lung function decline, potentially improve lung function, and improve aerobic capacity. However, many patients do not include regular exercise in their daily routine. Successful strategies to improve adherence include providing patient specific guidelines for an appropriate exercise program, supporting participation and providing positive feedback. Overall, exercise is a crucial diagnostic and therapeutic modality for patients with Cystic Fibrosis, although awareness somewhat limited. The adult CF program at Boston Children’s and Brigham & Women’s Hospital established an inpatient and outpatient exercise program as part of a quality improvement effort. Patients are prescribed an individualized exercise program or exercise prescription based on their assessment during a sub-maximal effort. This program has been successful but given the rigors of daily life (e.g. school, work, family obligations), adherence is a concern with resources limiting mor

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。