I was at a talk a while back by Gerald Dunne where he talked about the Gelfand-Yaglom theorem. He used it for calculating some Euler-Heisenberg type effective actions. A paper of his with Hyunsoo Min on the subject is A comment on the Gelfand–Yaglom theorem, zeta functions and heat kernels for PT-symmetric Hamiltonians and he's got some nice lecture notes: Functional Determinants in Quantum Field Theory (also see a wider spanning set of lectures of the same name).
Basically, it's a way of calculating the determinant of a 1-dimensional operator $\det(H)=\prod_i \lambda_i$ with out calculating, let alone multiplying, any of its eigenvalues $H \psi_i = \lambda_i \psi_i$.
To state the original theorem: assume that you have a Schrodinger operator (or Hamiltonian)
$ H = -\frac{d^2}{d x^2} + V(x) $
on the interval $x\in[0,L]$ with Dirichlet boundary conditions:
$$ H \psi_i(x) = \lambda_i \psi_i(x) \,,
\quad \psi(0)=\psi(L)=0 \ .
$$
Then we can compute its determinant by solving the related initial value problem
$$ H \phi(x) = 0\,, \quad \phi(0)=0\,,\quad \phi'(0) = 1 \ ,$$
so that
$$ \det H \approx \phi(L) \,,$$
where the final result is only $\approx$ as we can only really calculate the ratio of two determinants.
This basic result can be generalised to more general boundary conditions, coupled systems of ODEs and higher order linear ODEs.