In 1896, Reed first distinguished himself as a medical investigator. He proved that yellow fever among enlisted men stationed near the Potomac River was not a result of drinking the river water. He showed officials that the enlisted men who got yellow fever had a habit of taking trails through the local swampy woods at night.