Sugammadex对比Neostigmine/Glycopyrrolate

数据集获取

源站：https://clinicaltrials.gov/study/NCT06398899

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: Head and Neck Surgery, Chronic Sinusitis, Chronic Otitis Media, Laryngeal Disease. Investigators will evaluate the benefit of sugammadex in reducing postoperative urinary retention for these head and neck surgery patients with high-risk for dysuria. The definition of high-risk of dysuria is patient with a prior history of urinary retention, benign prostatic hypertrophy, or a history of prostate cancer. Patients scheduled to undergo ENT surgery within Three hours of expected surgical time are enrolled. These patients are associated with high-risk of postoperative urinary retention, including prior history of postoperative urinary retention, benign prostatic hypertrophy, or a history of prostate cancer. They are randomly divided these patients into sugammadex group (Group S) and neostigmine/glycopyrrolate group (Group N), sugammadex or neostigmine/glycopyrrolate are used during recovery period of anesthesia, to compare the incidences of postoperative urinary retention, nausea/vomiting, bradycardia, hypotension, and dry mouth in these patients after ENT surgery. Sugammadex can be recommended for these high-risk patients in the future.

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。