BBL / BYOC Series: June 11th – Disease Mechanisms / Interventions

In this work-in-progress, Dr. Fehrenkamp will present an IMCI-funded pilot in which she is recruiting ~30 breastfeeding mother–infant dyads for an intensive 24-hour protocol to quantify cortisol and melatonin dynamics across the maternal–milk–infant triad. Each dyad completes up to 10 repeated collections of maternal saliva, breast milk, and infant saliva over two days, along with…

Achieving trustworthy AI in healthcare remains a significant challenge, as existing eXplanation Artificial Intelligence (XAI) methods like attention maps or LIME/SHAP are often dismissed by clinicians and patients as uninterpretable. While the reasoning LLMs initially seemed promising for generating natural-language explanations, they often create unfaithful rationalizations that obscure a model’s true logic. To solve this,…