My field hasn't substantially in terms of it's goals, aims or methods - and if anything, has moved towards more male-dominated fields, yet has gone from "All men" to a slight majority of women.

And this field would be...?

Epidemiology. Though it applies for public health generally as a field, or honestly anything under the umbrella of "Biomedical".