供者淋巴细胞输注联合阿扎胞苷预防干细胞移植后血液恶性肿瘤复发

数据集获取

源站：https://clinicaltrials.gov/study/NCT02458235

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 Myelogenous Leukemia, Acute Lymphoid Leukemia, Juvenile Myelomonocytic Leukemia, Myelodysplastic Syndrome. This is a phase II single-arm trial of azacitidine (IV or SC) in combination with escalating donor lymphocyte infusion (DLI). Patients will be enrolled on the study by day +28 +/- 7 post-transplant, prior to withdrawal of immunosuppression or administration of donor lymphocyte infusion (DLI). They will have donor chimerism and minimal residual disease (MRD) testing from peripheral blood (PB) and bone marrow (BM) on day +28 ± 7. Patients will be stratified according to risk categories (low, standard and high), defined by GVHD status, mixed versus full donor chimerism, and positive versus negative MRD results. Depending on risk assessment, immunosuppression will be tapered according to standard or fast schedules, and patients (with the exception of low-risk ALL patients) will receive one cycle of low-dose azacitidine (40mg/m2 IV/SC daily x 4 days). After tapering immunosuppression, chimerism will be repeated and patients will receive up to 6 additional cycles of low-dose azacitidine, depending on risk assessment. For patients who meet criteria for high risk of relapse, azacitidine will be combined with escalating doses of DLI for a maximum of 7 cycles in total. Risk and safety assessments, including routine laboratory parameters, donor chimerism, minimal residual disease, and GHVD activity will be assessed following each cycle. Chimerism and minimal residual disease testing will be repeated every cycle by peripheral blood (PB), and bone marrow (BM) will be tested every other cycle. Patients will be followed by laboratory monitoring and physician evaluation prior to each cycle, and will be followed for two years post-transplant to study toxicity and GVHD outcomes.

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。