Question on Using pySuStaIn on ADNI
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lmz123321 commented
Hi, Thanks for releasing pySuStaIn !
I am interested in AD pathology and currently trying to reproduce your subtyping results on ADNI dataset (i.e. the resulst reported in your Nat.Comm. 2018 paper).
I am confused of two problems:
- Some subjects in ADNI 3T and 1.5T dataset have longitudinal data (datapoints collected at different time). So, how did you decide which datapoint to use?
- Can you provide the positional variance diagrams (containing all brain regions) learned by SuStaIn on ADNI 3T/1.5T dataset? Because the qualitative results of disease progression in your paper are rather rough to understand detailed pathology.
Grateful for your help 😁
noxtoby commented
- We used the first available ("baseline") visit for each individual.
- I don't have the PVDs (maybe @ayoung11 does), but you should be able to reproduce them very closely using the pySuStaIn codebase and the ADNI data.
lmz123321 commented
Thanks for replying.
I note that pySuStaIn provides very good documentations, thus I believe it should be easy to use.
However, since we do not have the identical data pre-processing codes (those used to compute the z-scores), we still hope to obtain the PVDs so that we can confirm our reproduction. @ayoung11
Thanks a lot.
noxtoby commented
I tried to explain how to calculate a z-score in this response to an earlier issue you raised.
Suggest you have a go yourself.