iiinova — where your digital self keeps evolving

Kane

@kanepav.bsky.social

PhD Candidate with the Neural systems and behaviour lab at Monash University. Talk to me about brain wide association studies, structural equation modelling, or music production

Posts Replies Media

Kane @kanepav.bsky.social · 22/07/2025

Thank you Ben!! Will update

000

Kane @kanepav.bsky.social · 21/07/2025

Correlation based methods show the highest behavioural prediction effect sizes across different behavioural domains, but also show the highest association with motion

100

Kane @kanepav.bsky.social · 21/07/2025

We compare; correlation, partial-correlation, mutual information, coherence, partial information decomposition, and regression dynamic causal modelling based estimates of coupling.

100

Kane @kanepav.bsky.social · 21/07/2025

New pre-print from @alexfornito.bsky.social, @jchrispang.bsky.social, and myself looking at the sensitivity of different methods used to estimate FC/EC in relation to residual motion artifacts and behavioural prediction www.biorxiv.org/content/10.1...

biorxiv.org

The Motion Sensitivity and Predictive Utility of Different Estimates of Inter-regional Functional Coupling in Resting-state Functional MRI.

Numerous methods exist for quantifying statistical dependencies, termed functional coupling (FC), between regional brain activity recorded with resting-state functional magnetic resonance imaging (rs-...

194

Kane @kanepav.bsky.social · 14/07/2025

At the hierachical level, both a unidimensional and bi-factor structure fail to meet criteria for construct validity, while at the item level, subscales poor reliability along the latent trait continuum. We caution against uncritical use of the CBCL for dimensional measurement in this sample.

040

Kane @kanepav.bsky.social · 14/07/2025

New pre-print from @alexfornito.bsky.social , Toby Constable, Jeggan Tiego, and myself, looking at the psychometric properties of the CBCL in the baseline ABCD cohort. We show that the commonly used CBCL structures fail to meet standards for validity and reliability osf.io/preprints/ps...

osf.io

OSF

1117

Kane @kanepav.bsky.social · 05/12/2024

Definitely would be, it would be interesting to see the differences between DiCER, temporal ICA and GSR in the brain-behaviour prediction space... Maybe in the future

000

Kane @kanepav.bsky.social · 03/12/2024

New pre-print from @alexfornito.bsky.social, James Pang, and myself, looking at the effects of rs-fMRI pre-processing pipelines on FC quality and behavioural predictions. www.biorxiv.org/content/10.1...

biorxiv.org

The efficacy of resting-state fMRI denoising pipelines for motion correction and behavioural prediction.

Resting state functional magnetic resonance imaging (rsfMRI) is a pivotal tool for mapping the functional organization of the brain and its relation to individual differences in behaviour. One challen...

3164