2 papers
stat.AP2025
Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter
Mariya Mamajiwala, Cesare Corrado, Chris Lanyon +3
Atrial fibrillation (AF) is a common cardiac arrhythmia characterised by disordered electrical activity in the atria. The standard treatment is catheter ablation, which is invasive…
stat.ME2025
Think before you fit: parameter identifiability, sensitivity and uncertainty in systems biology models
Simon P. Preston, Richard D. Wilkinson, Richard H. Clayton +2
Reliable predictions from systems biology models require knowing whether parameters can be estimated from available data, and with what certainty. Identifiability analysis reveals…