Raajitha Muthyala

Frozen ViT embeddings can mask critical small-lesion signals in chest radiography, but targeted pooling methods can recover nearly all of this lost information.

Human guidance in agentic AI workflows for healthcare can yield significant performance gains over purely automated approaches, especially in multimodal feature engineering and task-specific model selection.