Research
What we're working on, written down.
Early-stage working papers, shared before formal submission. Status is marked on every entry: nothing here is presented as peer-reviewed unless it is.
In preparation2026-06-01
Mechanistic modelling for treatment simulation in resource-limited oncology settings
A proposed framework for calibrating tumour-growth models against sparse, intermittently-connected clinical data, and what that implies for deployment in low-resource wards.
Draft2026-05-12
Uncertainty-aware parameter calibration for patient-specific tumour models
How OncoTwin estimates per-patient model parameters while carrying forward a confidence range, instead of collapsing to a single point estimate.
In preparation2026-04-20
A case for offline-capable clinical decision support in low-connectivity hospitals
An argument for treating offline operation as a primary design constraint for clinical software in under-resourced settings, not a fallback mode.