Research
40+ peer-reviewed publications and presentations spanning clinical AI, dermatology, and digital health.
- Mehta A, Motavaf M, Raza D, Jairath N, Pulavarty A, Xu Z, Occidental MA, Gru AA, Flamm A. "Deep Learning Image Processing Models in Dermatopathology." MDPI Diagnostics. October 2025.
- Xu X, Hu H, Zhang H, Wang WK, Wang R, Soenksen LR, et al., Mehta A, et al. "Divergent impacts of explainable AI for dermatological diagnosis on clinicians versus lay people." Nature Medicine. August 2026.
- Xu X, Hu H, Zhang H, Wang WK, Wang R, Soenksen LR, et al., Mehta A, et al. "LLM-Based Explainable Medical AI is a Double-Edged Sword in Human-AI Collaborative Diagnosis of Skin Diseases." Nature Medicine. Accepted May 2026.
- Jairath NK, Pahalyants V, Cheraghlou S, Maas D, Lee N, Criscito MC, Stevenson ML, Mehta A, et al. "Retrieval Augmented Generation-Enabled Large Language Model for Risk Stratification of Cutaneous Squamous Cell Carcinoma." JAMA Dermatology. August 2025.