What Causes Eye Tremors?

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Uncontrolled eye tremors, or nystagmus, may be caused by certain medications, head injuries, stroke, vitamin B12 deficiencies, inner ear disorders or diseases affecting the brain such as multiple sclerosis. According to MedlinePlus, nystagmus present at birth is called infantile nystagmus syndrome, a generally mild condition not related to other disorders.