It seems those were originally inspired by 2 Saturday Night Live Korea sketches called "Surgeon Bongdari". In the 1st one from S4E17 (15 June 2013), actress Kim Seul-gi gets caked:
First one is great. Not crazy about the second one because of her wig (though I guess we can't really blame her if it's a live show and she has to do other skits after). Although on the second one the caking was so hard that a bit of it hit the woman coming in behind too!