F-FDG) PET/CT molecular imaging is the best tool to investigate the tumor heterogeneity quantitatively by the use of texture analysis. It has become a hotspot in the tumor heterogeneity research. The present paper reviews the identified issues and solutions in the rapid development of PET texture analysis for quantifying the heterogeneity of head and neck cancer and esophageal cancer.