2型糖尿病初级保健中的MASLD随访研究

数据集获取

源站：https://clinicaltrials.gov/study/NCT07312136

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: MASLD - Metabolic Dysfunction-Associated Steatotic Liver Disease, Cirrhosis, Advanced Fibrosis, Sarcopenia, Obesity & Overweight, Type 2 Diabetes, Hypertension, OSAS (Obstructive Sleep Apneas Syndrome). Metabolic dysfunction-associated steatotic liver disease (MASLD) is one of the most common chronic liver diseases worldwide and is particularly common among individuals with type 2 diabetes. While many people remain stable over time, some develop progressive liver fibrosis, cirrhosis, hepatocellular carcinoma, and other serious liver-related complications. Reliable methods for identifying patients at greatest risk of disease progression remain limited. EPSOMIP2 is a prospective observational follow-up study of participants who were previously enrolled in the EPSONIP study (NCT03864510) between 2019 and 2023. In the original study, 317 individuals with type 2 diabetes from primary healthcare centers in Östergötland, Sweden, underwent detailed evaluation of liver disease, metabolic health, physical activity, and body composition. Participants who completed the original study are invited to undergo a new assessment approximately 6 years after their initial evaluation. The follow-up examination includes clinical assessment, blood and urine sampling, vibration-controlled transient elastography, magnetic resonance imaging-derived proton density fat fraction (MRI-PDFF), magnetic resonance elastography (MRE), body composition analysis, questionnaires, physical activity measurements, blood pressure assessments, and biobanking. By comparing the follow-up findings with data collected during the original EPSONIP study, researchers aim to characterize the long-term natural history of MASLD in type 2 diabetes. The study will evaluate prevalence, progression, and regression of hepatic steatosis and liver fibrosis, and investigate associations with physical activity, body composition, genetic variants, hypertension, obstructive sleep apnea, and other metabolic risk factors. The study will also investigate the occurrence of clinically significant liver-related outcomes, including decompensated liver disease, hepatocellular carcinoma, liver transplantation, and liver-r

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。