Stacey J. Winham

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.

This study evaluates breast cancer risks associated with pathogenic variant type and location in BRCA2 and other genes, finding differential risks based on variant position.

This study uses exome sequencing to identify HELB as a novel susceptibility gene for non-high grade serous epithelial ovarian cancer, with a strong association found in genetic analyses.

This paper identifies genetic loci associated with mammographic texture variation and finds significant genetic correlations with breast cancer risk and mammographic density.

This study improves transcriptome-wide association studies by integrating pleiotropy-guided methods with GWAS data to identify new cancer susceptibility genes.

The paper examines sex-differentiated genetic effects across neuropsychiatric and behavioral traits using GWAS summary statistics and finds small, polygenic sex differences with enriched neuron-related genes.

This study combines genome-wide association data from four cancers to identify shared and novel genetic associations and pleiotropic effects.