Enable Level Select, then highlight MODE in the Options menu. Hold A and press Right several times. Eventually, the word "MY99" will appear. This option will give you 99 lives.

If you continue to press Right while holding A, the word "MUTEKI" will appear. Selecting this option will make your ship invincible.