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ai-med / relaynet_pytorch

Pytorch Implementation of retinal OCT Layer Segmentation (with trained models)
MIT License
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unable to reproduce paper result #14

Open simmed00 opened 4 years ago

simmed00 commented 4 years ago

Hi, thank you very much for sharing the code. I read your paper, it is a great paper. However, using this repo doesn't seem to be able to reproduce the good result in the paper. I also noticed that several details were not implemented, for example, the weigheted loss at the boundary. I tried implemented myself, but get no luck. Even I used the UNet architecture (CM-UNet), I still can't reproduce the dice score in your paper. I got lower score on INL, OPL, and RPE. Could you share more on the implementation details?

loerinczy commented 2 years ago

Hi simmed00,

I am in the same situation. I managed to implement the boundary weighting however the performance is still lagging behind the published one. Have you made any progress since then?

hwei-hw commented 2 years ago

你好，已收到你的邮件。                                                        --魏浩