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Cocofeat / EyeMoSt

【MICCAI 2023 Early Accept & MedIA submission】EyeMost "Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions"
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Issue with Missing Early Glaucoma Predictions in GAMMA Dataset Model Evaluation #5

Open FHLw1 opened 2 months ago

FHLw1 commented 2 months ago

Dear Author, when training on the GAMMA dataset, the model does not predict early glaucoma in the test set; it only predicts normal and late-stage glaucoma. Could you please let me know if there might be an issue with this?

Cocofeat commented 2 months ago

Thanks for your interest, very good question. Yes, due to the NIG distribution (which is not multivariate mixed distribution), our model version is only valid for 2 classification problems for the time being. So we're also trying to accommodate multiple classification problems.

FHLw1 commented 2 months ago

Thank you very much for your prompt and helpful response.