destiny301 / PMFL

[BigData2022] PMFL: Partial Meta-Federated Learnig
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where to download the dataset? #2

Closed zeroyang0809 closed 6 months ago

zeroyang0809 commented 7 months ago

hello i want to ask a question where to download the dataset? thank you

destiny301 commented 7 months ago

Hi,

Here are the references for you, MIMIC-CXR Database: https://physionet.org/content/mimic-cxr/2.0.0/ eICU: https://eicu-crd.mit.edu/gettingstarted/access/

Hope it helps. 😊

zeroyang0809 commented 7 months ago

thanks you for your help

but when i run the main.py it shows FileNotFoundError: [Errno 2] No such file or directory: '../datasets\mimic\mimic-cxr-2.0.0-chexpert.csv'

i could not find the datasets\mimic\mimic-cxr-2.0.0-chexpert.csv at https://physionet.org/content/mimic-cxr/2.0.0/ this URL

Could you offer more specific help? thanks

Screenshot 2024-02-21 232438

destiny301 commented 7 months ago

I think you can find it on this page, https://physionet.org/content/mimic-cxr-jpg/2.0.0/

zeroyang0809 commented 6 months ago

Thanks for your excellent work. I want to confirm the details.

In the experiment, there are 8 kinds of diseases .Each client corresponds to one disease.

MAML is done on each client separately(during client training, only one disease on each client will be used for training). After each client sum up the total training task loss, the loss will be return to server for model update

Is that right?

Thank you so much.

destiny301 commented 6 months ago

yes, you understand correctly.