imsy-dkfz / self-distilled-swin Goto Github PK

Hello, based on reading the code and the Miccai 2023 paper.
I was wondering if this code is reproducible, where it seems like it is missing several parts of the code.

Hello, Thank you for releasing the code with clear instructions! I have a question regarding the performance of SwinT + MultiT.

When I used the code uploaded on GitHub to reproduce the results, the performance of SwinT + MultiT was worse than that of SwinT alone. In my environment, SwinT achieved a performance of 32.14, while SwinT + MultiT achieved a performance of 32.02.

I'm wondering if, in my opinion, when calculating classwise in train.py, the index should be incremented by 131 for SwinT + MultiT, rather than 100.
Thank you.

How can we train the model with multi-task learning, phase-recognition.

in the train.py there is code where it loads

from multihead import * from multihead_phaseprediction import *

However, in the code there isn't multihead .py or multihead_phaseprediction .py

Hi, as I am trying to load from pretrained modules, I find the url where the modules should be downloaded from is unavailiable.

If running generate.py, an error of "socket.gaierror: [Errno -5] No address associated with hostname" will occur.

And if access the url directly, the browser respond with "Can't find the server's IP address".

Grateful if this issue can be solved

Thank you very much for your hard work. this is outstanding work.

I would like to ask if you have any pretrained modules available for public use so that we (and other workers) can replicate and compare your work in our work? Thank you.

Hello, Thank you for releasing the code with clear instructions!

I have a question about "SwinT+Multi". In the paper, it was mentioned that phase recognition information is required for training the "SwinT+Multi" model. However, in the code documentation and instructions provided, there seems to be no mention or requirement of phase recognition information for reproducing the "SwinT+Multi" results.

please let me know if I miss understood "SwinT+Multi"

Best