白细胞介素-2治疗骨髓增生异常综合征

数据集获取

源站：https://clinicaltrials.gov/study/NCT00002746

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: Leukemia, Myelodysplastic Syndromes, Myelodysplastic/Myeloproliferative Neoplasms. OBJECTIVES: * Determine the safety, tolerance, and maximum tolerated dose of subcutaneous interleukin-2 (aldesleukin; IL-2) in patients with myelodysplastic syndrome (MDS). * Evaluate the hematologic effects of subcutaneous IL-2 in MDS. OUTLINE: IL-2 will be administered in cycles of twice daily subcutaneous injections 7 days a week for 4 consecutive weeks. After each cycle the patient will be evaluated for response. The patient could continue IL-2 therapy for up to 12 cycles. There are 4 dose levels of IL-2. At each dose level 3 patients will be accrued sequentially. Treatment with IL-2 should be continued until grade III toxicity or any side effects requiring hospitalization occurs. After the patient returns to baseline pretherapy values or grade I toxicity, the subject will resume IL-2 at 50% of the initial dose. If the patient again goes into grade III toxicity or is in need of hospitalization, IL-2 will be discontinued. PROJECTED ACCRUAL: Between 12-24 patients will be accrued.

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。