---
license: creativeml-openrail-m
pipeline_tag: image-segmentation
---

# FundusExpert_Seg
🚨 Important: These model weights are for academic research only.

The last iteration(training of true labels and pseudo labels) of the segmentation model(nnU-Net) in **Fundus-Engine** in paper [Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoning](https://arxiv.org/abs/2507.17539)

## Training Datasets
| Category | Dataset | Link |
| :--- | :--- | :--- |
| Optic Disc | DiaretDB1 | `https://www.kaggle.com/datasets/nguyenhung1903/diaretdb1-v21` |
| | Drishti-GS | `https://www.kaggle.com/datasets/lokeshsaipureddi/drishtigs-retina-dataset-for-onh-segmentation` |
| | IDRiD | `https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid` |
| | REFUGE | `https://refuge.grand-challenge.org/REFUGE2018/` |
| | In-house |  |
| Optic Cup | Drishti-GS | `https://www.kaggle.com/datasets/lokeshsaipureddi/drishtigs-retina-dataset-for-onh-segmentation` |
| | REFUGE | `https://refuge.grand-challenge.org/REFUGE2018/` |
| | In-house |  |
|  Hard Exudates | DiaretDB1 | `https://www.kaggle.com/datasets/nguyenhung1903/diaretdb1-v21` |
| | e-ophtha | `https://www.adcis.net/en/third-party/e-ophtha/` |
| | IDRiD | `https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid` |
| | Naikai OIA-DDR | `https://github.com/nkicsl/DDR-dataset` |
| | In-house |  |
| Microaneurysms| DiaretDB1 | `https://www.kaggle.com/datasets/nguyenhung1903/diaretdb1-v21` |
| | e-ophtha | `https://www.adcis.net/en/third-party/e-ophtha/` |
| | IDRiD | `https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid` |
| | ROC | `https://roc.grand-challenge.org/` |
| | Naikai OIA-DDR | `https://github.com/nkicsl/DDR-dataset` |
| | In-house |  |
| Cotton Wool Spots| DiaretDB1 | `https://www.kaggle.com/datasets/nguyenhung1903/diaretdb1-v21` |
| | IDRiD | `https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid` |
| | Naikai OIA-DDR | `https://github.com/nkicsl/DDR-dataset` |
| | In-house |  |