A Neuroma is a swollen, painful, pinched nerve usually located between the second and third, or third and fourth toes. Neuromas often cause pain and numbness. Neuromas can be caused by shoe irritation or structural bone misalignment. Neuromas are diagnosed through physical exams, Digital X-Rays, Ultrasound, and MRIs.