# OCTDL: Optical Coherence Tomography Dataset for Image-Based Deep Learning Methods

*PRI Rank #8 · Topics and Trends in Most Cited Retinal Diseases and Treatments Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/retinal-diseases-and-treatments/2026/rank-8*

| Field | Value |
| --- | --- |
| Rank | #8 |
| 18m citations | 70 |
| Journal | Scientific Data |
| Year | 2024 |
| DOI | 10.1038/s41597-024-03182-7 |
| Corresponding authors | Mikhail Kulyabin |
| Institution | Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany |

**Ranking page:** [Topics and Trends in Most Cited Retinal Diseases and Treatments Papers, Class of 2026](https://pri.pepkio.com/top-papers/retinal-diseases-and-treatments/2026)

**Paper link:** [10.1038/s41597-024-03182-7](https://doi.org/10.1038/s41597-024-03182-7)

## Topics

Optical coherence tomography · OCTDL dataset · Retinal imaging · Age-related macular degeneration · Diabetic macular edema · Epiretinal Membrane (ERM) · Retinal artery occlusion · Retinal vein occlusion · Vitreomacular Interface Disease (VID) · Optovue Avanti RTVue XR device · raster scanning protocol · Retinal imaging · Deep learning-based image classification · open-access medical imaging dataset · retinal pathology labeling · Retinal imaging · light wave interference imaging · Ophthalmic disease diagnosis

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Retinal Diseases and Treatments Papers, Class of 2026. https://pri.pepkio.com/top-papers/retinal-diseases-and-treatments/2026. Accessed 2026-07-14.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```