bumbledeep/rfmid

视网膜基金多疾病图像数据集（RFMiD）包含3200张使用三种不同的视网膜相机捕获的视网膜图像，46种病症经过两位资深视网膜专家的裁决共识进行了标注。据我们所知，RFMiD是唯一公开可用的数据集，包含了在日常临床环境中出现的各种疾病的广泛多样性。这个数据集将能够促进用于视网膜筛查的泛化模型的发展。The Retinal Fundus Multi-disease Image Dataset (RFMiD) consists of 3200 fundus images captured using three different fundus cameras with 46 conditions annotated through adjudicated consensus of two senior retinal experts. To the best of our knowledge, our dataset, RFMiD, is the only publicly available dataset that constitutes such a wide variety of diseases that appear in routine clinical settings. This dataset will enable the development of generalizable models for retinal screening.

搜集汇总

背景与挑战

背景概述

RFMiD是一个包含3200张视网膜眼底图像的数据集，涵盖46种眼部疾病，由专家标注，适用于多标签疾病分类和特征提取任务。数据集已划分为训练、验证和测试集，采用CC-BY 4.0许可证，支持医学影像研究。