骨髓移植治疗血液系统肿瘤

数据集获取

源站：https://clinicaltrials.gov/study/NCT00005797

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 Myeloproliferative Disorders, Leukemia, Multiple Myeloma and Malignant Plasma Cell Neoplasms, Myelodysplastic Syndromes, Myelodysplastic/Myeloproliferative Neoplasms. OBJECTIVES: * Determine the progression free survival (PFS) and overall survival (OS) of patients with low risk myeloid disorders or older allogeneic recipients who are treated with high dose busulfan and cyclophosphamide and allogeneic bone marrow transplantation (BMT). * Determine the PFS and OS in patients with lymphoid and high risk myeloid disorders who are treated with etoposide, total body irradiation, and allogeneic BMT. * Evaluate the toxicities of these 2 regimens when combined with cyclosporine and methotrexate as graft versus host disease prophylaxis in these patients. * Evaluate the PFS and OS of allogeneic BMT in patients with multiple myeloma and chronic lymphocytic leukemia. OUTLINE: * Regimen A: Patients with chronic myelogenous leukemia (CP1, AP/CP2) and other myeloproliferative disorders, myelodysplastic disorders, acute myelogenous leukemia (CR1), or multiple myeloma (not eligible to receive total body irradiation due to prior radiation) are treated with high dose busulfan and cyclophosphamide followed by allogeneic bone marrow transplantation (BMT). Patients receive oral busulfan every 6 hours on days -7 to -4 and cyclophosphamide IV over 1 hour on days -3 and -2. Allogeneic bone marrow is infused on day 0. * Regimen B: Patients with acute myelogenous leukemia (at least CR2, relapsed), acute lymphoid leukemia (ALL), any acute leukemia with CNS involvement, multiple myeloma, or chronic lymphocytic leukemia are treated with total body irradiation and etoposide followed by allogeneic BMT. Patients receive total body irradiation (TBI) on days -7 to -4 for a total of 11 fractions and etoposide IV over 4 hours on day -3. Male patients with ALL receive a testicular boost in 2 fractions on 2 successive days during TBI. Allogeneic bone marrow is infused on day 0. Patients in both regimens receive cyclosporine and methotrexate as graft versus host disease prophylaxis. Patients are followed weekly for 3 months and then monthly for 1 year. PROJECTED ACCRUAL

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。