Dermoscopy criteria are essential diagnostic tools used to improve the accuracy of melanoma and skin cancer detection by providing a structured approach to evaluating skin lesions. These criteria help differentiate between benign and malignant lesions through the analysis of specific visual patterns and structures observed under dermoscopic examination.