板层角膜移植术后患者特征数据集

包含23名患者板层角膜移植术后眼球影像及评估结果,用于验证智能眼摄像头检查效能。

Figshare
2025-11-05 更新
浏览 49
医学影像consistent judgments usingsmart eye cameratwo examiners usingtwo corneal specialistsst </ suppupillary block identificationgraft detachment usingpupillary blockgraft detachmentperformed usingtwo raterstwo devices
Patient Characteristics

基本信息

模态
医学影像
大小
0.000005632 GB
许可
CC BY 4.0
创建/更新时间
2025-11-05
版本
v1

资源简介

板层角膜移植术后患者特征数据集

【数据集背景】

本数据集源站标题为《Patient Characteristics.》。源站首次发布:2025-11-05。

【数据内容】

源站原始描述:Purpose To evaluate the efficacy of the smart eye camera (SEC), a portable smartphone-attachable camera, in assessing eyes following lamellar corneal transplantation. Methods This retrospective study included consecutive patients who underwent lamellar corneal transplantation between December 1st 2023 and August 31st 2024. Postoperative evaluations were performed using the SEC and a slit-lamp microscope. All images from the two devices were evaluated by two corneal specialists in a blinded fashi…

【数据结构与技术规格】

文件数 1 个,合计 5.63 KB。Table 1.xls:application/vnd.ms-excel,5.63 KB。数据集 DOI:10.1371/journal.pone.0335450.t001。

【主题与分类】

源站学科分类:Medicine、Microbiology、Cell Biology、Environmental Sciences not elsewhere classified、Biological Sciences not elsewhere classified、Developmental Biology。主题标签:consistent judgments using、smart eye camera、two examiners using、two corneal specialists、st </ sup、pupillary block identification、graft detachment using、pupillary block、graft detachment、performed using。

【适用方向】

影像类数据可用于医学图像分析模型(检测、分割、分类)的训练与评测,也可用于标注质量与成像参数相关性的研究。

【获取与许可】

源站页面:https://plos.figshare.com/articles/dataset/Patient_Characteristics_/30544166

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Yukari, Yuto; Senoo, Yuki; Hayashi, Takahiko; Shimizu, Toshiki; Hara, Yusuke; Nishimura, Hiroki; et al. (2025). Patient Characteristics.. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

⚡️ 需要原始数据或标注支持?联系我们获取定制方案。

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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)

命令行下载

curl -L -o "Table 1.xls" "https://ndownloader.figshare.com/files/59327420"

文件清单

  • Table 1.xls(5.63 KB)

文件总体积 5.63 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

Purpose
To evaluate the efficacy of the smart eye camera (SEC), a portable smartphone-attachable camera, in assessing eyes following lamellar corneal transplantation.
Methods
This retrospective study included consecutive patients who underwent lamellar corneal transplantation between December 1st 2023 and August 31st 2024. Postoperative evaluations were performed using the SEC and a slit-lamp microscope. All images from the two devices were evaluated by two corneal specialists in a blinded fashion to determine the amount of air or gas in the anterior chamber, and the presence of pupillary block and graft detachment. Sensitivity, specificity, and interrater agreement were calculated.
Results
A total of 26 eyes from 23 patients (12 males and 11 females, mean age: 68.7 ± 15.2 years) were included in this study. Indications for lamellar keratoplasty included endothelial dysfunction (11 eyes were treated with Descemet membrane endothelial keratoplasty and 9 with Descemet stripping automated endothelial keratoplasty), as well as corneal opacity (3 eyes were treated with deep anterior lamellar keratoplasty). Regarding the amount of air or gas in the anterior chamber, the two raters had consistent judgments using the SEC (intraclass correlation coefficient = 0.817 [95% confidence interval: 0.616, 0.918]). A difference in pupillary block identification was found between the two examiners using the SEC, with a Kappa coefficient of 0.646. Neither examiner was able to identify the presence of graft detachment using the SEC.
Conclusions
The smartphone-attachable SEC was useful in the evaluation of air/gas volume and pupillary block but not for detecting graft detachment.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0335450.t001(source: https://plos.figshare.com/articles/dataset/Patient_Characteristics_/30544166)。

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