Thyroid medicine rarely causes hair loss. Overactive (hyperthyroidism) or underactive (hypothyroidism) thyroid glands are the causes to hair loss. Treating both conditions will eventually prevent hair loss. However, if the medications are taken more than the recommended dose, your thyroid ...