2 citations · 2 across the 3 of their papers we have counts for
3 papers
q-bio.QM2025
The BEAT-CF Causal Model: A model for guiding the design of trials and observational analyses of cystic fibrosis exacerbations
Steven Mascaro, Owen Woodberry, Charlie McLeod +5
Loss of lung function in cystic fibrosis (CF) occurs progressively, punctuated by acute pulmonary exacerbations (PEx) in which abrupt declines in lung function are not fully recove…
cs.AI2024
Causal knowledge engineering: A case study from COVID-19
Steven Mascaro, Yue Wu, Ross Pearson +4
COVID-19 appeared abruptly in early 2020, requiring a rapid response amid a context of great uncertainty. Good quality data and knowledge was initially lacking, and many early mode…
cs.AI2024★ 2 cited
The practice of qualitative parameterisation in the development of Bayesian networks
Steven Mascaro, Owen Woodberry, Yue Wu +1
The typical phases of Bayesian network (BN) structured development include specification of purpose and scope, structure development, parameterisation and validation. Structure dev…