先天性角膜混浊病因与治疗:三级医疗中心研究
本数据集是三级眼科中心先天性角膜混浊患儿病历的回顾性表格数据,涵盖病因、治疗及预后评估。

基本信息
资源简介
先天性角膜混浊病因与治疗:三级医疗中心研究
【一句话概览】
本数据集是 figshare 公开的结构化表格数据集,收录 5 个文件、合计 32.26 KB,主题涵盖 Cornea/abnormalites、Corneal opacity/congenital、Keratoplasty, penetrating、Peters anomaly、Tertiary healthcare,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。
【数据集背景】
本数据集源站标题为《Causes of congenital corneal opacities and their management in a tertiary care center》。配套论文《Causes of congenital corneal opacities and their management in a tertiary care
center》发表于 Arquivos Brasileiros de Oftalmologia(2020),DOI:10.5935/0004-2749.20200023。源站首次发布:2020-03-11。
【数据内容】
源站原始描述:ABSTRACT Purpose: To evaluate causes and management of congenital corneal opacities (CCO) diagnosed in a tertiary care eye center and to compare the data with a previous study at the same institution. Methods: Computerized medical records in all patients with congenital corneal opacities diagnosed in the Cornea Service at Wills Eye Hospital (Philadelphia, PA) between January 1, 2007, and December 31, 2015, were retrospectively reviewed. Children aged 12 years and younger at the first visit were…
【数据结构与技术规格】
文件数 5 个,合计 32.26 KB。数据集 DOI:10.6084/m9.figshare.11965935.v1。
【主题与分类】
源站学科分类:Ophthalmology。主题标签:Cornea/abnormalites、Corneal opacity/congenital、Keratoplasty, penetrating、Peters anomaly、Tertiary healthcare。
【适用方向】
结构化表格数据可直接用于统计建模、特征工程与队列分析。
【获取与许可】
源站页面:https://scielo.figshare.com/articles/dataset/Causes_of_congenital_corneal_opacities_and_their_management_in_a_tertiary_care_center/11965935
使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。
规范引用:Karadag, Remzi; Rapuano, Christopher J.; Hammersmith, Kristin M.; Nagra, Parveen K. (2020). Causes of congenital corneal opacities and their management in a tertiary care center. SciELO journals. Dataset
【使用注意】
· 源站最后修改于 2023-05-31,引用时请注意版本时效。
下载信息
注册下载
需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。
暂未开放公开下载
无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。
免登录有偿下载
公开数据集受托下载与技术交付服务。
提供高速下载与技术交付服务(收技术服务费,非数据销售)
暂未开放当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。
使用方式
数据集获取(Figshare)
- 源站标题:Causes of congenital corneal opacities and their management in a tertiary care center
- DOI:10.6084/m9.figshare.11965935.v1
- 发布日期:2020-03-11
- 文件数:5 个
- 文件总体积:32.26 KB
- 源站页面:https://scielo.figshare.com/articles/dataset/Causes_of_congenital_corneal_opacities_and_their_management_in_a_tertiary_care_center/11965935
命令行下载
curl -L -o "Table_1.xls" "https://ndownloader.figshare.com/files/21969291"
curl -L -o "Table_2.xls" "https://ndownloader.figshare.com/files/21969300"
curl -L -o "Table_3.xls" "https://ndownloader.figshare.com/files/21969306"
curl -L -o "Table_4.xls" "https://ndownloader.figshare.com/files/21969315"
curl -L -o "Table_5.xls" "https://ndownloader.figshare.com/files/21969324"
文件清单
Table_1.xls(5.63 KB)Table_2.xls(5.63 KB)Table_3.xls(5.63 KB)Table_4.xls(9.73 KB)Table_5.xls(5.63 KB)
文件总体积 32.26 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
ABSTRACT Purpose: To evaluate causes and management of congenital corneal opacities (CCO) diagnosed in a tertiary care eye center and to compare the data with a previous study at the same institution. Methods: Computerized medical records in all patients with congenital corneal opacities diagnosed in the Cornea Service at Wills Eye Hospital (Philadelphia, PA) between January 1, 2007, and December 31, 2015, were retrospectively reviewed. Children aged 12 years and younger at the first visit were included in the study. Patients’ demographics, ocular diagnosis, laterality, associated ocular abnormalities, other ocular surgery performed prior or subsequent to the first visit, and their treatment were extracted from the medical records. Results: A total of 77 eyes in 56 patients were examined. The mean age at presentation was 32.8 ± 44.2 months, with the mean follow-up period of 26.7 ± 30.1 months. The most frequent diagnosis was Peters anomaly (53.2%), followed by limbal dermoid (13.0%), aniridia with glaucoma and microphthalmos (6.5%), sclerocornea and congenital glaucoma (5.2%), idiopathic (3.9%), Axenfeld-Rieger anomaly and Hurler syndrome (2.6%), and microcornea (1.3%). Primary keratoplasty was performed in 26 eyes, with the outcome rate in the clear cornea of 76.0% during the follow-up. Conclusion: Peters anomaly is the most common cause of congenital corneal opacities encountered at our institution. Penetrating keratoplasty is the most frequent choice of corneal surgery to treat congenital corneal opacities. Additional interventions during penetrating keratoplasty were moderately positively correlated with graft failure. This study also shows the rates of some etiologies of that changed over the recent decades in our tertiary care Cornea Service. Although Peters anomaly remains the most common presenting reason for congenital corneal opacities, its rate appears to be increasing over the recent decade. Congenital corneal opacities due to birth trauma, which is one of the preventable causes, were observed in a previous study in our clinic; however, no new cases were noted in this study.
许可
CC BY 4.0
引用
学术使用请引用 DOI 10.6084/m9.figshare.11965935.v1(source: https://scielo.figshare.com/articles/dataset/Causes_of_congenital_corneal_opacities_and_their_management_in_a_tertiary_care_center/11965935)。
数据缺失?
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