I've done this before. It works okay, but it leaves quite the mess of needle-punched paper. It works as a stabilizer of sorts.
However, I would suggest using Lite Steam-A-Seam 2 as a fusible, and then stabilize it with some tear-away stabilizer. Lite SAS2 still allows some flexibility so your appliques don't end up 'stiff.'