My best guess is that it's because we have an improper integral with an issue caused at each boundary point: $0$ and $\infty$ each cause a certain type of improperness. Working entirely based on $(0,\infty)$ can be a bit sketchy, because these improper integrals are defined as limits. Namely: for this type, we can define
$$\int_0^\infty f(x) \, \mathrm{d}x
\stackrel{\text{def}}{=} \lim_{a \to 0^+} \int_a^c f(x) \, \mathrm{d} x
+ \lim_{b \to \infty} \int_c^b f(x) \, \mathrm{d} x$$
for any $c \in (0,\infty)$.
Note: You may be thinking of "wait, isn't this just the property of additivity?", where we have
$$\int_a^b f(x) \, \mathrm{d} x = \int_a^c f(x) \, \mathrm{d} x + \int_c^b \, \mathrm{d} x$$
for a $c \in (a,b)$. While it is motivated by that, this is the definition for this type of improper integral, the starting point.
Opting to work solely over $(0,\infty)$ without splitting it up could work, if you're careful. One has to be mindful that (if $F'=f$)
$$\int_0^\infty f(x) \, \mathrm{d} x
= \lim_{b \to \infty} F(x) - \lim_{a \to 0^+} F(x)$$
which is basically per that definition anyways. Concerns can certainly arise, however, if we let
$$\int_0^\infty f(x) \, \mathrm{d} x
= \lim_{t \to \infty} F(t) - F \left( \frac 1 t \right)$$
or any other scheme in which the first summand seems to go to $F$ "at infinity" and the second seems to go to $F$ at $0$. This is useful in the notion of the so-called "Cauchy principal value", but sometimes leads to results for integrals that (under normal definitions) don't converge or exist: $1/x$ for instance having an integral of $0$ over $(-1,1)$.
Put differently, the crux of this latter item being an issue could be thought of as you constraining $F(t)$ and $F(1/t)$ to go somewhere at the same speed and along a certain path, which could affect the limit, whereas the limit in two variables $a,b$ is a bit more free and matches more appropriately the formal definitions of limit.
I bring it up to establish why the initial definition is what we use, contrasted against your own.
Of course, this still may even match the "standard" answer for an integral, as it seems to here, but it's a sort of "right answer for the wrong reasons" sort of deal.