I believe the others come from a future society that has abandoned all medical science. They have access to tools and supplies that are in their world in the future, but not to medical knowledge or equipment. My theory is that they eradicated the need for medicine by their genetically engineering seemingly perfect people who never got sick or aged. The island is just the doorway that they must use to travel back and forth due to the electro magnetic anomaly that occurred opening that door.