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FirasGit / medicaldiffusion

Medical Diffusion: This repository contains the code to our paper Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Synthesis
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ADNI Data Subset to compare results #2

Open benearnthof opened 1 year ago

benearnthof commented 1 year ago

Hi, I am currently working with the ADNI data and want to compare a conditional CNN for Alzheimers prediction to a diffusion model. I would like to know which subset of the ADNI data was used for medicaldiffusion (selection criteria or filters for the ADNI download page). Thanks in advance!

Zhongrocky commented 1 year ago

@benearnthof Hello, I want to implement this code in ADNI data. May I ask if you have a link to the data and information that you can share with me？ Thank you for your help a lot.

benearnthof commented 1 year ago

@Zhongrocky sorry for the late reply, I used a sample of around 1700 ADNI images filtered from their website for Images that are from an assortment of Siemens machines with 3T field strengh, matching other data that was already available. I hope this helps a bit, after a bit of tinkering with this code it works even if training is a bit unstable if the discriminator loss is weighted with the factors provided in the configs here.