When I look at medical journal articles on Google Scholar I see a lot of stuff based on double blind placebo tests. From this, I've gathered that medicine often performs experiments.
I've been in touch with cognitive behavioral psychological therapy, but not enough to say whether psychology is more "philosophical", in being hypothesis based, or instead bound to strict experiments using statistics.