Director INM-7 FZ Jülich; Professor for Systems Neuroscience HHU Düsseldorf
Harmonize: Leakage in data harmonization
JuSpace: cross-modal brain map correlation
Applied Concepts: 11:30 – 12:00
Causal modeling for Confounds in ML
Subtypes of major depression
Harmonize: Leakage in data harmonization
JuSpace: cross-modal brain map correlation
Applied Concepts: 11:30 – 12:00
Causal modeling for Confounds in ML
Subtypes of major depression
We likely need to differentiate three aspects here
- "True" changes of the trait
- State-changes due to, e.g., sleep
- Measurement error
All three can and will superimpose
We likely need to differentiate three aspects here
- "True" changes of the trait
- State-changes due to, e.g., sleep
- Measurement error
All three can and will superimpose
This paper shows that if your target is unreliable, even very large numbers can’t save you
Also, association vs prediction
This paper shows that if your target is unreliable, even very large numbers can’t save you
Also, association vs prediction