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

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