Themes
Living Systems
Looking at how machine learning can help describe biological processes, from molecular behaviour to whole-patient physiology.
Disease Trajectories
Studying how diseases develop and change by following trajectories instead of single snapshots, including the irregular, sparse and noisy data common in real healthcare settings.
Early Signals
Asking whether subtle changes in biological or clinical data can indicate what happens next, before conventional thresholds are reached.
Transparent Models
Favouring models whose reasoning can be seen and questioned, so they support scientific and clinical judgement instead of replacing it.
