新诊断MDS/CMML患者依治疗策略（等待观察、支持治疗、积极治疗）的健康结局

数据集获取

源站：https://clinicaltrials.gov/study/NCT02085798

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: Myelodysplastic Syndrome, Leukemia, Myelomonocytic, Chronic. Observational, prospective, post-authorisation multicentre study. The study will include patients with a recent diagnosis (< 3 months) of MDS or CMML, receiving immediate active/support treatment or for whom an observation approach (“wait and see”) is initially adopted, as per normal clinical practice in each participating site. The minimum follow-up period of a participant patient will be 36 months from recruitment, until survival can be documented, differentiating between 1. Patients starting immediate active treatment: data will be collected every 3 months or every time an event arises during the active treatment phase. After the final dose of the initial treatment therapy, data collection will take place every 6 months during the post-treatment follow-up phase, regardless of the number of times the patient attends medical appointments, up to a minimum of 36 months’ follow-up from the start of active treatment. 2. Patients for whom initial treatment strategy is support treatment or observation: a minimum follow-up period of 36 months will be established from the date of inclusion in the study, with data collection every 6 months or whenever an event occurs, regardless of the number of times the patient attends a medical appointment. The need for treatment for MDS (o CMML, where applicable) during this period will be considered an event, after which data will be collected every 3 months or each time an event occurs during the entire active treatment phase. After the final dose of the initial treatment therapy, data collection will take place every 6 months during the post-treatment follow-up phase, regardless of the number of times the patient attends medical appointments, up to a minimum of 36 months’ follow-up from the start of active treatment. Patients will be included consecutively, without the treatment prescription decisions affecting the decision to include the patient in the study. Indeed, in order to ensure the presence of patients with MDS of different

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。