Author

Bingyu Mao

Observed name: Mao, Bingyu

Institutions: Verily Life Sciences LLC (United States), The University of Texas Health Science Center at Houston

Observed institutions: Verily Life Sciences LLC (United States), The University of Texas Health Science Center at Houston

ORCID: 0009-0000-5428-8079

Observed ORCID: 0009-0000-5428-8079

OpenAlex ID: A5063676827

Recurrent neural network models (CovRNN) for predicting outcomes of patients with COVID-19 on admission to hospital: model development and validation using electronic health record data

2022 · Laila Rasmy, Masayuki Nigo, et al. · The Lancet Digital Health · 86

Deep learning model for personalized prediction of positive MRSA culture using time-series electronic health records

2024 · Masayuki Nigo, Laila Rasmy, et al. · Nature Communications · 60

PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data

2022 · Masayuki Nigo, Hong Thoai Nga Tran, et al. · Journal of Biomedical Informatics · 32

Disease Risk Prediction Using Structured EHR Data: Can Generalist Large Language Models Match Specialized Clinical Foundation Models? A Comparative Evaluation with Fine-Tuning

2026 · Bingyu Mao, Made K. Prasadha, et al. · medRxiv · 3

A Deep-Learning-based Two-Compartment Predictive Model (PKRNN-2CM) for Vancomycin Therapeutic Drug Monitoring

2023 · Bingyu Mao, Ziqian Xie, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 2

Patient-Facing AI System for Symptom Guidance Using Simulated Encounters and Physician Review: Analytical Validation Study

2026 · Anil Patwardhan, Nishant Verma, et al. · JMIR Formative Research

The complexities of patient-centred conversational artificial intelligence

2026 · Matos, João, Buege, Olivia, et al. · arXiv (Cornell University)

Improving Vancomycin Therapeutic Drug Monitoring With a Deep Learning–Based Two-Compartment Predictive Model: Development and Validation Study

2026 · Bingyu Mao, Ziqian Xie, et al. · JMIR AI

A Reinforcement Learning (RL)-Motivated Simulation Framework for Evaluating Vancomycin Dosing Strategies

2024 · Mao, Bingyu, Xie, Ziqian, et al. · PubMed Central

A Reinforcement Learning (RL)-Motivated Simulation Framework for Evaluating Vancomycin Dosing Strategies.

2024 · Bingyu Mao, Ziqian Xie, et al. · PubMed

2013 · Mao, Bingyu · TSpace (University of Toronto)

Works count: 13

Citation count: 184

H-index: 3

I10-index: 3