In 'Diagnostic Dilemmas,' you take on the role of a young medical AI programmer tasked with developing machine learning models for diagnosing medical conditions from X-ray images. As you delve deeper into the world of AI bias and fairness, you must navigate the ethical challenges of algorithmic decision-making and strive to create models that are accurate and equitable for all patient groups.