Many factors can cause eyebrow hair loss, including hormonal imbalances, diet, and some skin conditions. Determining the cause of eyebrow hair loss can help a person find the best treatment. Eyebrow hair loss, the medical name for which is eyebrow hypotrichosis, or eyebrow madarosis, can cause a person to notice thinning hair or missing patches