阻塞性睡眠呼吸暂停综合征患者CPAP依从性数据集

数据集获取（Figshare）

• 源站标题：Adherence of obstructive sleep apnea syndrome patients to continuous positive airway pressure in a public service,
• DOI：10.6084/m9.figshare.14289095.v1
• 发布日期：2021-03-24
• 文件数：3 个
• 文件总体积：413.79 KB
• 源站页面：https://scielo.figshare.com/articles/dataset/Adherence_of_obstructive_sleep_apnea_syndrome_patients_to_continuous_positive_airway_pressure_in_a_public_service_/14289095

命令行下载

curl -L -o "1808-8694-bjorl-80-02-0126-gf01-en.jpg" "https://ndownloader.figshare.com/files/27167969"
curl -L -o "1808-8694-bjorl-80-02-0126-gf02-en.jpg" "https://ndownloader.figshare.com/files/27167972"
curl -L -o "1808-8694-bjorl-80-02-0126-gf03-en.jpg" "https://ndownloader.figshare.com/files/27167975"

文件清单

• 1808-8694-bjorl-80-02-0126-gf01-en.jpg（143.93 KB）
• 1808-8694-bjorl-80-02-0126-gf02-en.jpg（133.71 KB）
• 1808-8694-bjorl-80-02-0126-gf03-en.jpg（136.16 KB）

文件总体积 413.79 KB（源站 API 实测）。

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。

数据说明

Introduction: The standard therapy for obstructive sleep apnea syndrome (OSAS) is continuous positive airway pressure (CPAP), but its correct and frequent use is essential to control the disease. Purpose: To analyze adherence to CPAP among patients with OSAS treated in a multidisciplinary outpatient clinic of a public tertiary hospital. Methods: This was a retrospective study evaluating 156 patients with OSAS who underwent polysomnography for CPAP titration from 2008 to 2011. The patients were divided into two groups, those with good adherence to CPAP (a mean use of four or more hours per night) and those with poor adherence. The groups were compared regarding the following data: gender, age, body mass index, associated diseases, AHI at diagnostic polysomnography, and pressure (cmH2O) suggested by titration polysomnography. Results: 125 patients were analyzed, and it was observed that 82 of the patients (65%) had good adherence, whereas 43 (35%) showed poor adherence. Comparison between groups revealed that patients with a higher apnea-hypopnea index (AHI) were those who better adhered to treatment with CPAP. Conclusions: the rate of adherence to CPAP among OSAS patients undergoing clinical monitoring at a public service was 65%. Patients with a higher AHI were those who adhered better to treatment with CPAP.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.14289095.v1（source: https://scielo.figshare.com/articles/dataset/Adherence_of_obstructive_sleep_apnea_syndrome_patients_to_continuous_positive_airway_pressure_in_a_public_service_/14289095）。