This pilot research trial studies the long term effects of tyrosine kinase inhibitor therapy on ovarian reserve and fertility in patients with chronic myeloid leukemia or gastrointestinal stromal tumor. Studying ovary imaging, ovarian reserve markers, and hormone levels from patients receiving tyrosine kinase inhibitor therapy may help doctors learn more about the effects of tyrosine kinase inhibitor therapy on ovarian function and fertility.