Elizabeth M. Swisher

The paper introduces an Adaptive Multi-Scale Graph Transformer (AMGT) for histopathological image classification, achieving better performance and efficiency than existing models.

The paper quantifies interindividual variation in allele-specific expression across healthy human tissues using GTEx data, revealing gene-specific patterns and tissue-specific biases.

HRDPath predicts HRD status from HGSOC histopathology images using a multi-model deep learning architecture, achieving higher AUC and specificity than prior methods.

The paper identifies immune phenotypes and myeloid cell networks in recurrent ovarian cancer that influence prognosis and immune environment reinstatement.