I expect you could call static methods in the parameter list of the base class constructor.
public class DerivedClass : BaseClass
{
public DerivedClass(int i)
: base(ChooseInputType(i))
{
}
private static InputType ChooseInputType(int i)
{
// Logic
return InputType.Number;
}
}