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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

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

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