Background: Heart failure (HF) is a common, chronic clinical syndrome often accompanied by episodes of acute decompensation driven by volume overload (1). Reversing this overloaded state is the principal goal in treatment of acute decompensated HF, typically achieved using loop diuretics (2). Despite ubiquitous use of loop diuretics, guidance on initial dosing strategies remains limited [...]