Research
Publications
My research focuses on building domain-enriched, ante-hoc interpretable ML algorithms for biomedical image analysis. I embed disease etiology and modality priors directly into model architecture - yielding interpretable, robust, state-of-the-art performance, especially in scarce, noisy, and imperfect clinical conditions.
