I've made it with brown rice, and it turned out just "okay." I cooked the rice in skim milk, and when it was done, sweetened it with Splenda and stirred some fat free half & half into it with both vanilla and lemon extracts.
I haven't made it often, though, because I tend to go overboard on stuff like this.
I recommend using long grain rice, as the texture is better.