Vset-based systems and methods for performing sensor health diagnostics are disclosed. Methods and systems for in-body glucose sensor health diagnostics may use steady-state Isig characterization under full-range operating Vsets, transient Isig response characterization after Vset alternations, transient Vset characterization, and open circuit potential measurements for estimating sensor health and for monitoring sensor properties.