Advancements in AI, particularly in medical image screening, are transforming cancer diagnosis by improving accuracy and reducing unnecessary interventions. However, challenges like biased datasets and underrepresentation of certain groups limit its full potential. Ensuring diverse, high-quality data is key for equitable outcomes.