David M. Halliday

The paper uses biologically-informed machine learning to identify a new bladder cancer subgroup with NRF2 overactivity, which is clinically actionable and resistant to standard treatments.

This study shows that dopamine D1-like receptors modulate synchronized oscillations in the hippocampal-prefrontal-amygdala circuit during contextual fear conditioning in rats.

This paper validates and compares Non-Parametric Directionality (NPD) with Non-Parametric Granger Causality (NPG) for estimating directed functional connectivity in neural data, showing NPD's robustness to common confounds.

The paper investigates changes in directed connectivity within cortico-basal ganglia networks in Parkinsonian rats following dopamine depletion, finding dopamine-dependent beta and gamma rhythms and altered connections.