Children and Adolescents Meibomian Glands (CAMG) Dataset

This dataset includes 1,114 infrared images of upper eyelid meibomian glands collected between June 2020 and July 2024 in 600 participants aged 4 to 18 years. Images were pre-processed including denoising and normalized and manually annotated by 3 junior ophthalmologists and 1 senior ophthalmologist. Subsequently, segmentation is performed using an AI algorithm, and the results are reviewed and corrected by an experienced ophthalmologist. The dataset also includes demographic data and various quantitative parameters of meibomian glands. In addition, we also provide meibomian gland parameters for children and adolescents of different ages and genders to inform clinical practice.

本数据集包含2020年6月至2024年7月期间，从600名年龄介于4至18岁的受试者身上采集的1114张上眼睑睑板腺红外图像。所有图像均已完成去噪、归一化等预处理操作，并由3名低年资眼科医师与1名高年资眼科医师完成人工标注。后续通过人工智能算法完成图像分割，分割结果再由经验丰富的眼科医师进行复核与校正。本数据集还附带受试者人口统计学数据，以及睑板腺的各类定量参数。此外，本数据集还提供了不同年龄、不同性别的儿童与青少年群体的睑板腺参数，可为临床实践提供参考依据。

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于儿童和青少年睑板腺研究的红外图像数据集，包含1,114张图像，来自600名4至18岁参与者，采集于2020年至2024年。图像经过预处理、人工标注和AI分割，并包括人口统计和定量参数，旨在为临床实践提供年龄和性别相关的睑板腺数据。