If your imports are complicated, you could always hide them in a function.  I just tried this and it seems to work fine:

def my_imports():
    global other_mod
    import other_mod

So, you could put all your imports in such a function, run it from inside a "if typing.TYPE_CHECKING" block, and you'd have a convenient way of doing all your imports from inside IPython too.