Achromobacter属菌种在留尼汪岛囊性纤维化患者中的致病性

数据集获取

源站：https://clinicaltrials.gov/study/NCT06371261

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 research hypotheses are: What is the pathogenicity of Achromobacter species in cystic fibrosis patients? Is the pathogenicity of one species of the genus Achromobacter greater than that of other species in cystic fibrosis patients, depending on the colonization status of this bacterial species? Colonization with a species of the genus Achromobacter is associated with an increased frequency of pulmonary exacerbations in cystic fibrosis patients. Investigator will therefore assess the frequency of pulmonary exacerbations as a function of the Achromobacter species colonizing/infecting cystic fibrosis patients. As this is an exploratory study carried out mainly on bacterial strains from patients, it presents no risk to patients. the results of the study will enable clinicians to improve their knowledge of the different species of bacteria in the Achromobacter genus, in terms of pathogenicity, ability to colonize the respiratory tract, resistance and virulence. As far as patients are concerned, the knowledge gained from this study will help improve the overall management of their disease. It will also provide food for thought on the establishment of guidelines and recommendations for dealing with Achromobacter spp. colonization and therapeutic strategy.

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。