DSM 32444 后生元人体鼻内使用安全性评估

数据集获取

源站：https://clinicaltrials.gov/study/NCT05984004

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: Rhino Sinusitis. Rhinitis is a type of upper respiratory infection and a common nasal pathology especially in Southeast Asia, which is characterized by the presence of one or more of the following symptoms: itchy nose, sneezing, runny nose, and nasal congestion. Other symptoms occasionally experienced include headache, excessive pain reaction, cough, fever. Rhinitis can be idiopathic or due to a variety of causes, including allergens, medications, endocrine/metabolic, infectious, inflammatory, and abnormal nasal structures. Rhinosinusitis in general is not a dangerous pathological condition, however the frequency of the disease is relatively high with statistics showing that all people experience it at least once in their lives. Common rhinosinusitis symptoms include severe facial pains and difficulties in breathing. Hence, most patients are prescribed corticosteroids, antihistamines, and antibiotics for immediate decongestion and anti-inflammatory effects. Current concerns about antimicrobial resistance (AMR) as well as the documented side effects of corticosteroid and antihistamine have led to an urgent need for a nature-based next generation therapeutic approach that is safe, effective and helps in addressing AMR problem. Preclinical studies of inactivated Bacillus subtilis strain DSM32444 conducted by collaborating UK universities and laboratories have shown potential therapeutic benefits with anti-inflammatory mechanisms that may be useful in other viral infections of the respiratory tract. The reason for using an inactivated spore is because various publications have identified risks of inhalation of high doses of live bacteria in the respiratory tract and lungs. DSM32444 also carries GRAS status for human use. An accredited, cGLP, repeat-dose toxicology study also confirmed complete safety in rodent models after high doses of treatment. The investigators think there is a likelihood to apply this postbiotic technology to mitigate the overuse of antibiotics, corticosteroids, an

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。