No word on what caused the reaction -- but he didn't seem too worried about the situation as he casually strolled out of the hospital soon after with his girlfriend Diane Kruger by his side.
TMZ spoke with Jackson's rep who told us, "Josh had an allergic reaction (not asthma attack)" ... adding, "[He] is perfectly fine."