HPMI高度及病理性近视数据

资源简介

HPMI高度及病理性近视数据

【数据集背景】

本数据集源站标题为《HPMI: A retinal fundus image dataset for identification of high and pathological myopia based on deep learning》。源站首次发布：2024-09-20。

【数据内容】

源站原始描述：Myopia is one of the leading causes of visual impairment worldwide and can progress to high or pathological myopia (HM or PM) if proper measures were not taken. Accurate identification of HM and PH plays an important role for their intervention and treatment, which can be implemented leveraging deep learning technology on sufficient annotation image data. However, few efforts have been made to construct public accessible annotation data for this task. In this paper, we constructed a retinal fund…

【数据结构与技术规格】

文件数 1 个，合计 78.49 MB。数据集 DOI：10.6084/m9.figshare.24800232.v2。

【主题与分类】

源站学科分类：Health promotion、Ophthalmology、Vision science。主题标签：high and pathological myopia、deep learning、image classification。

【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://figshare.com/articles/dataset/HPMI_A_retinal_fundus_image_dataset_for_identification_of_high_and_pathological_myopia_based_on_deep_learning/24800232

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

规范引用：Huang, Shenghai; Li, Zhongwen; Lin, Bing; Zhang, Shaodan; Yi, Quanyong; Wang, Lei (2023). HPMI: A retinal fundus image dataset for identification of high and pathological myopia based on deep learning. figshare. Dataset