Drizzle bananas with the lemon juice. Melt butter with the sugar in a 12-inch skillet. Add bananas and sauté until just tender. Sprinkle with the cinnamon.
Remove from the heat and add rum.
Place ice cream in four dishes. Top each one with a banana half and a quarter of the sauce. Serve immediately.