A local sensitivity analysis method for developing biological models with identifiable parameters: Application to cardiac ionic channel modelling

► New local sensitivity approach for determining parameter identifiability is presented. ► Non-significant and redundant parameters in ionic cardiac models of human and rabbit ventricular myocytes are identified. ► Application of the newly developed method to cardiac models' development and removal of the issue of overparameterisation is demonstrated.