球囊鼻窦扩张术治疗上颌窦鼻窦炎的疗效研究

数据集获取

源站：https://clinicaltrials.gov/study/NCT04645511

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: Maxillary Sinusitis, Sinusitis, Chronic, Sinusitis Recurrent, Eustachian Tube Dysfunction. This study is a prospective, randomized, placebo-controlled, double-blinded clinical study. The purpose of the study is to compare the balloon sinuplasty treatment to placebo effect in chronic or recurrent maxillary sinusitis and to find out the efficacy of balloon sinuplasty in different stages of rhinosinusitis (recurrent vs. chronic). The goal is to find out the patients who get the best benefit from balloon sinuplasty. The investigators also want to find out if balloon sinuplasty of maxillary sinuses improves Eustachian tube dysfunction. The study is executed in the Department of Ear and Oral Diseases, Tampere University Hospital. 120 patients who have either recurrent acute or chronic rhinosinusitis without nasal polyposis and whose sinusitis is limited mainly into maxillary sinuses, are recruited in the study. After the first visit, when the patient has filled the consent form and all the preoperative evaluation has been carried out, the examining doctor sends the patient’s study number and all the information needed for the randomization and allocation to a person who carries out the randomization and does not know anything else about the patient and does not participate in the examination or the treatment of the patients. The patients are allocated either into the chronic maxillary sinusitis (60 patients) or the recurrent maxillary sinusitis (60 patients) branch of the study. Then, the patients are consecutively randomized into two treatment groups in the proportion of 1 to 1 by using MINIM, an MS-DOS program that randomizes patients to treatment groups by the method of minimization. The treatment groups are A) Balloon sinuplasty group and B) Placebo group (sham surgery). Sample size calculation was based on comparison of proportions between two independent samples. It was estimated that the balloon sinuplasty could improve the situation of approximately 60% of the chronic rhinosinusitis patients. There is a likely placebo effect in the sham surgery group 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。