供者干细胞移植或供者白细胞输注治疗血液系统肿瘤患者

数据集获取

源站：https://clinicaltrials.gov/study/NCT00281879

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, Lymphoma, Multiple Myeloma and Plasma Cell Neoplasm, Myelodysplastic Syndromes, Myelodysplastic/Myeloproliferative Neoplasms, Unusual Cancers of Childhood. OBJECTIVES: Primary * Determine the effectiveness of unrelated donor allogeneic hematopoietic stem cells for transplantation after conditioning for the treatment of patients with high-risk hematologic malignancies. * Compare survival, disease-free survival (DFS), response rate, and toxicity rates in these patients with historical controls. * Compare the rate and severity of acute and chronic GVHD after allogeneic hematopoietic stem cell transplantation in patients with hematopoietic malignancies with historical controls transplanted with stem cells from related sibling donors * Assess engraftment, long-term hematopoietic recovery, relapse rate, and disease-free survival when allogeneic hematopoietic stem cells are used as a source of stem cells for transplantation in patients with high-risk hematological malignancies. * Assess engraftment, long-term hematopoietic recovery, and overall survival when allogeneic hematopoietic stem cells are used as a source of stem cells for transplantation in patients who have graft failure or graft rejection. * Compare engraftment, long-term hematopoietic recovery, rate of GVHD, rate of relapse, toxicity rates, overall disease-free survival and overall survival when donor leukocyte infusions (DLI) are given for patients who have disease recurrence, progression, or low donor chimerisms after unrelated stem cell transplantation or before DLI with historical controls of other donor leukocyte infusions. Secondary * Determine the quality of life of patients undergoing hematopoietic stem cell transplantation or donor leukocyte infusions from unrelated HLA genotypically-identical donors. OUTLINE: Patients are assigned to 1 of 8 treatment groups. * Group 1*: Patients undergo total body irradiation (TBI) twice a day on days -7 to -4. Patients then receive cyclophosphamide IV over 1 hour on days -3 and -2. On day 0 patients undergo stem cell transplantation (SCT). Beginning on day 7, patients receive filgrastim (G-CSF) IV once

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。