地西他滨联合阿糖胞苷治疗老年新诊断急性髓系白血病、高危骨髓增生异常综合征或骨髓增殖性肿瘤

数据集获取

源站：https://clinicaltrials.gov/study/NCT02121418

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 Myelomonocytic Leukemia-2, Myelodysplastic Syndrome, Myeloproliferative Neoplasm, Untreated Adult Acute Myeloid Leukemia. PRIMARY OBJECTIVES: I. Examine whether a combination of decitabine given for 10 days (days 1-10), rather than the usual 5 days, plus "standard dose cytarabine (ara-C) (100 mg/m^2 daily days 1-7) might improve 6-month survival probability from the historical 65% to 80% in patients age ≥ 60 with newly diagnosed acute myeloid leukemia (AML). II. Test whether this combination might maintain complete response (CR) rate at our historic 45% in these patients. III. Study factors that lead physicians to escalate or maintain ara-C doses in those patients who have had an “intermediate response” short of CR to the first 2 cycles of the combination. IV. While maintaining awareness of confounding covariates, examine the effect of such dose escalation on CR rate. OUTLINE: Patients receive decitabine intravenously (IV) daily on days 1-10 and cytarabine IV once daily (QD) on days 1-7. Treatment repeats every 28-35 days for 2 courses in the absence of disease progression or unacceptable toxicity. After course 3, patients achieving remission will receive 1-2 more courses of therapy at the same dose. Patients in remission with significant side effects will receive decitabine and cytarabine at decreased doses. Patients not achieving remission will not receive any more treatment. After completion of study treatment, patients are followed up for 6 months and then periodically.

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。