Brenna C. Novotny

This paper introduces MorphoXAI, a human-in-the-loop framework for explaining AI predictions on whole-slide images, showing it provides accurate and interpretable histomorphological explanations at both global and local levels.

The paper investigates cell-to-cell communication in Alzheimer's disease to characterize disease biology and suggest new avenues for therapeutic intervention.

The paper integrates multi-omics data from Alzheimer's disease cohorts to identify molecular profiles linked to disease progression and severity.

This study identifies metabolomic and lipidomic signatures in Alzheimer's disease brains with different genetic risk factors and finds associations with disease subtypes and progression.