ArmisticeAI/OCTDL2024

---
dataset_info:
features:
- name: image
dtype: image
- name: label
dtype:
class_label:
names:
'0': MH
'1': DR
'2': AMD
'3': NORMAL
'4': RVO
splits:
- name: train
num_bytes: 542923384.716
num_examples: 1534
- name: validation
num_bytes: 55514206
num_examples: 171
- name: test
num_bytes: 63512486
num_examples: 182
download_size: 661715573
dataset_size: 661950076.716
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
license: cc-by-4.0
task_categories:
- image-classification
tags:
- medical
size_categories:
- 1K<n<10K
---
# Dataset Card for OCTDL2024

<!-- Provide a quick summary of the dataset. -->

The OCTDL2024 dataset is a subset of the dataset OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods.

## Citation

```bibtex
@article{kulyabin2024octdl,
title={OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods},
author={Kulyabin, Mikhail and Zhdanov, Aleksei and Nikiforova, Anastasia and Stepichev, Andrey
and Kuznetsova, Anna and Ronkin, Mikhail and Borisov, Vasilii and Bogachev, Alexander
and Korotkich, Sergey and Constable, Paul A and Maier, Andreas},
journal={Scientific Data},
volume={11},
number={1},
pages={365},
year={2024},
publisher={Nature Publishing Group UK London},
doi={https://doi.org/10.1038/s41597-024-03182-7}
}
```

原始信息汇总

数据集概述

数据集名称

OCTDL2024

数据集特征

• image：图像数据
• label：分类标签，包括以下类别：
  • 0: MH
  • 1: DR
  • 2: AMD
  • 3: NORMAL
  • 4: RVO

数据集划分

• train：包含1534个样本，总大小为542923384.716字节
• validation：包含171个样本，总大小为55514206字节
• test：包含182个样本，总大小为63512486字节

数据集大小

• 下载大小：661715573字节
• 数据集总大小：661950076.716字节

数据集配置

• default：包含训练、验证和测试数据的路径配置

许可证

cc-by-4.0

任务类别

• image-classification

标签

• medical

大小类别

• 1K<n<10K