When using the Vancouver (or the old Biomedical Vancouver) referencing style, if you don’t mention the author’s name in your text, you will need to place the in-text number in brackets at the end of the sentence, after the full stop, for example:

….iron deficiency anaemia is also commonly found with women, (21)