CI数据（2024年9月27日清洗版）

数据集获取（Figshare）

• 源站标题：CI data cleaned 27_9_24.
• DOI：10.1371/journal.pone.0331234.s001
• 发布日期：2025-09-25
• 文件数：1 个
• 文件总体积：52.43 KB
• 源站页面：https://plos.figshare.com/articles/dataset/CI_data_cleaned_27_9_24_/30211070

命令行下载

curl -L -o "pone.0331234.s001.xlsx" "https://ndownloader.figshare.com/files/58267265"

文件清单

• pone.0331234.s001.xlsx（52.43 KB）

文件总体积 52.43 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

Background
Hearing loss is a major public health issue globally, especially in low- and middle-income countries (LMICs), where access to cochlear implants (CIs) is restricted by cost and limited healthcare infrastructure. In Lebanon, the 2020 economic crisis and the COVID-19 pandemic further reduced access to essential services, including pediatric CIs.
Aim
This study assesses the impact of the 2020 Lebanese economic crisis on the number and funding sources of pediatric CI surgeries.
Methods
A retrospective review was conducted on 228 pediatric patients who underwent 235 CI surgeries between 2017 and 2023. The number of surgeries and funding sources were compared before and after the 2020 crisis. Funding categories included government, private insurance, donations, or a combination. Data were analyzed using R software.
Results
There was no significant difference in the number of surgeries before (113) and after (122) the crisis (p = 0.56). However, a marked shift in funding occurred. Government-funded procedures dropped from 45.87% to 12.61% (p Conclusion
Despite economic hardship, the demand for pediatric CIs persisted, with families turning to private and charitable sources. Enhanced government support and the classification of CIs as essential health services are vital. Early diagnosis and intervention should be prioritized to improve outcomes in children with hearing loss.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0331234.s001（source: https://plos.figshare.com/articles/dataset/CI_data_cleaned_27_9_24_/30211070）。