Load time due to nr of galleries

It takes quite a while when I click ‘what would you like to display’ when adding a gallery to a post. Suspect this is due to the number of galleries that we have (1700+). What can be done about it? For sure I don’t all of them – I just need to see, say the last 15 or so

http://wordpress.org/plugins/nextgen-gallery/