Publications

Selected Publications

Improving Vancomycin Therapeutic Drug Monitoring With a Deep Learning–Based Two-Compartment Predictive Model: Development and Validation Study
B Mao, Z Xie, L Rasmy, M Nigo, D Zhi
JMIR AI, Jun 2026

A Reinforcement Learning (RL)-Motivated Simulation Framework for Evaluating Vancomycin Dosing Strategies
B Mao, Z Xie, L Rasmy, M Nigo, D Zhi
AMIA Annual Symposium, Feb 2026

Opportunities for AI-based Model-Informed Drug Development: A Comparative Analysis of NONMEM and AI-Based Models for Population Pharmacokinetic Prediction
B Mao, Y Gao, C Xu, S Macha, S Shao, M Ahamadi
The AAPS Journal, Nov 2025

Evaluating the Impact of AI-Based Model-Informed Drug Development (MIDD): A Comparative Review
B Mao, Y Gao, C Xu, S Macha, S Shao, M Ahamadi
The AAPS Journal, Jun 2025

In Progress

Disease Risk Prediction Using Structured EHR Data: Can Generalist Large Language Models Match Specialized Clinical Foundation Models? A Comparative Evaluation with Fine-Tuning
B Mao, MK Prasadha, Z Xie, J He, M Ghebranious, H Xu, D Zhi, L Rasmy
MedRxiv, May 2026