无关供者脐带血干细胞联合阿扎胞苷为基础方案治疗晚期MDS、CMML-2及sAML

数据集获取

源站：https://clinicaltrials.gov/study/NCT05584761

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: Myelodysplastic Syndromes, Chronic Myelomonocytic Leukemia-2, Secondary Acute Myeloid Leukemia. This is a perspective, multicenter, open-label and observational trial for unrelated umbilical cord blood stem cell microtransplantation combined with azacitidine based treatment for advanced MDS,CMML-2 and secondary AML. The study protocol is AZA /AZA+ combined with umbilical cord blood stem cell microtransplantation for patients who met the inclusion criteria in higher-risk MDS(HR-MDS), CMML and sAML. Demethylating agents are mainly decitabine (DAC) and azacitidine (AZA), both of which have been approved by the FDA for the treatment of MDS. The FDA has also approved hypomethylating agents for the treatment of CMML.Secondary acute myeloid leukemia (sAML) refers to acute myeloid leukemia with progression from a preexisting hematologic disease, such as myelodysplastic syndrome (MDS) or myeloproliferative disorder (MPN) (excluding chronic myelomonocytic leukemia). Currently, there is no standard treatment for sAML. Based on the results of retrospective studies and clinical trials, the efficacy of hypomethylating agents in the treatment of sAML is not weaker than that of traditional intensive induction therapy and other reduced-intensity therapy or best supportive care. The development of microtransplantation has provided new treatment modalities in patients who are not candidates for conventional allogeneic hematopoietic stem cell transplantation. In China, Huisheng Ai team proposed the concept of micro-transplantation. Micro-transplantation (MST) is a new concept and method that combines conventional chemotherapy or targeted drugs with allogeneic stem cell infusion. Microtransplantation is combined with infusion of G-CSF mobilized peripheral blood stem cells (G-PBSC) from HLA-mismatched donors on the basis of killing leukemia cells by chemotherapy or targeted drugs. Thus, donor microchimerism (donor cells <1-5%) can be formed to induce donor/recipient anti-leukemia (GVL/RVL) effect and promote hematopoietic recovery in recipients without full donor engraftment and al

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。