|
--- |
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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 |
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task_categories: |
|
- image-classification |
|
tags: |
|
- medical |
|
size_categories: |
|
- 1K<n<10K |
|
--- |
|
# Dataset Card for OCTDL2024 |
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<!-- Provide a quick summary of the dataset. --> |
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The OCTDL2024 dataset is a subset of the dataset OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods. |
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## Citation |
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```bibtex |
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@article{kulyabin2024octdl, |
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title={OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods}, |
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author={Kulyabin, Mikhail and Zhdanov, Aleksei and Nikiforova, Anastasia and Stepichev, Andrey |
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and Kuznetsova, Anna and Ronkin, Mikhail and Borisov, Vasilii and Bogachev, Alexander |
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and Korotkich, Sergey and Constable, Paul A and Maier, Andreas}, |
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journal={Scientific Data}, |
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volume={11}, |
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number={1}, |
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pages={365}, |
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year={2024}, |
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publisher={Nature Publishing Group UK London}, |
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doi={https://doi.org/10.1038/s41597-024-03182-7} |
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} |
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``` |