Rhinosinusitis Italian Network：意大利重度未控制慢性鼻窦炎登记库

数据集获取

源站：https://clinicaltrials.gov/study/NCT05935683

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: Chronic Rhinosinusitis. The primary objectives of the study are: * to characterize and to describe the evolution of uncontrolled Chronic Rhinosinusitis (CRS); * to facilitate and to characterize the phenotyping and endotyping of CRS; * studying the efficacy and safety of the principal therapeutic strategies and approaches to uncontrolled CRS in real-life; * supporting the development of diagnostic methodologies and innovative therapeutic strategies for CRS; * to evaluate the clinical and economic-health impact of the different therapeutic approaches (including systemic corticosteroids) used for uncontrolled CRS; * to describe factors associated with therapeutic choices and how much this factors influence natural history of the CRS; * Studying and identifying biomarkers and predictors of response to different therapies; * to increase the “awareness” of CRS in patients, in public opinion, in the national and international scientific community, and in the Italian clinical community of the otolaryngologists, the allergists and the pneumologists.

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。