血液病中的清髓性脐带血移植

数据集获取

源站：https://clinicaltrials.gov/study/NCT00309842

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: Acute Myeloid Leukemia, Acute Lymphocytic Leukemia, Chronic Myelogenous Leukemia, Myelofibrosis, MDS, Refractory Anemia, Chronic Lymphocytic Leukemia, Prolymphocytic Leukemia. OBJECTIVES: Primary * Determine the 1-year survival of patients undergoing unrelated umbilical cord blood transplantation (UCBT) for hematologic malignancies treated with myeloablative preparative regimen comprising fludarabine, cyclophosphamide, and fractionated total-body irradiation. Secondary * Determine the incidence of transplant-related mortality at 6 months after UCBT. * Evaluate the pattern of chimerism after double UCBT. * Determine the incidence of neutrophil engraftment at day 42 after UCBT. * Determine the incidence of platelet engraftment at 6 months after UCBT. * Determine the incidence of grade II-IV and grade III-IV acute graft-versus-host disease (GVHD) at day 100 after UCBT. * Determine the incidence of chronic GVHD at 1 year after UCBT. * Determine the disease-free survival at 1 and 2 years after UCBT. * Determine the incidence of relapse at 1 year after UCBT. OUTLINE: This is a nonrandomized, open-label, multicenter study. * Preparative Regimen: Patients receive fludarabine IV over 1 hour on days -8 to -6 and cyclophosphamide IV on days -7 and -6. Patients also undergo total-body irradiation twice daily on days -4 to -1. * Umbilical Cord Blood Transplantation (UCBT): Patients undergo 1 or 2 units of UCBT on day 0. Patients receive filgrastim (G-CSF) IV once daily beginning on day 1 and continuing until blood counts recover. * Graft-versus-host disease (GVHD) prophylaxis: Patients receive cyclosporine IV over 2 hours 2 or 3 times daily beginning on day -3 and continuing until day 100 followed by a taper until day 180. Patients also receive mycophenolate mofetil IV or orally 2 or 3 times a day beginning on day -3 and continuing until day 30 or 7 days after engraftment in the absence of acute GVHD. After completion of study treatment, patients are followed periodically for at least 5 years. PROJECTED ACCRUAL: A total of 150 patients will be accrued for this study.

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。