Abstract: Ultrasound imaging (US) has proven to be a crucial technique in modern medicine, as it is noninvasive, provides real-time images, it is free of ionizing radiation, and cost-effective.

Abstract: Ensuring fairness in AI systems is crucial, particularly in medical imaging, natural language processing (NLP), and recommender systems. This survey reviews modern bias mitigation techniques ...