2 papers
cs.LG2026
Scalable partial information decomposition for symptom networks via supervised embeddings
Cillian Hourican, Eric Dignum, Rick Quax +1
Pairwise relationships among mental-health symptoms are routinely summarised asscalar edge weights, which cannot express whether two symptoms carry overlapping information about a…
cs.CE2024
Multilayer Network of Cardiovascular Diseases and Depression via Multipartite Projection
Jie Li, Cillian Hourican, Pashupati P. Mishra +10
Cardiovascular diseases (CVD) and depression exhibit significant comorbidity, which is highly predictive of poor clinical outcomes. Yet, the underlying biological pathways remain c…