Development of Deep Learning Models for Predicting Cardiac Related Outcomes; Gender Bias in AI-Powered Cardiac MRI Diagnostics: Examining Disparities in Medical Outcomes

Artificial intelligence (AI) has had a significant impact on cardiac medicine, enhancing diagnosis, treatment planning, and patient care across multiple clinical settings. Such major advances include increased ability for interpreting data from MRIs and ECGs to predict clinical outcomes such as. In this portfolio, I present two complementary reports that explore both the societal implications of AI in cardiovascular care and a technical analysis of my deep learning contributions to this rapidly evolving field.