Publication record

A compact publication list with DOI links and code repositories where they are available.

Clinical AI Sustainability analytics Environmental sensing

Selected Publications

These selected papers represent the main arc of my work: clinical AI and healthcare analytics as the current focus, supported by prior research in sustainability systems, autonomous sensing, and applied environmental technologies.

Clinical AI & Healthcare Analytics

  1. Machine learning-driven prediction of hospital admissions using gradient boosting and GPT-2
    Citation: Zhang, X., Wang, H., Yu, G., & Zhang, W. (2025). DIGITAL HEALTH, 11.
    Tags: Clinical AI · Emergency Care · NLP · Predictive Modeling
    Links: DOI

  2. Integrating multimodal clinical data to predict intravenous (IV) fluid utilization: a comparative analysis of natural language processing techniques
    Citation: Wang, H., Ling, H., & Zhang, X. (2025). PeerJ Computer Science, 11, e3441.
    Tags: Multimodal EHR · Clinical NLP · Utilization Prediction
    Links: DOI · Code

  3. Machine Learning for Personalized Prediction of Electrocardiogram (EKG) Use in Emergency Care
    Citation: Wang, H., & Zhang, X. (2025). Journal of Personalized Medicine, 15(8), 358.
    Tags: Personalized Medicine · Emergency Care · Clinical Prediction
    Links: DOI · Code

Sustainability & System-Level Analytics

  1. Integrating machine learning into life cycle assessment: Review and future outlook
    Citation: Wang, H. (2025). PLOS Climate.
    Tags: Machine Learning · Life Cycle Assessment · Sustainability Analytics
    Links: DOI · Code

  2. A stock-based framework for monitoring fossil persistence and renewable expansion in global power systems
    Citation: Wang, H., & Hong, C. (2026). Energy, Ecology and Environment.
    Tags: Energy Transition · Stock-Based Metrics · Global Systems Analytics
    Links: DOI · Code

Full Publication List

2026

  1. A stock-based framework for monitoring fossil persistence and renewable expansion in global power systems
    Citation: Wang, H., & Hong, C. (2026). Energy, Ecology and Environment.
    Tags: Sustainability Analytics · System-Level Modeling · Energy Transition
    Links: DOI · Code

  2. Comparison of robot-deployable sensing methods for autonomous in-field screening of total petroleum hydrocarbons
    Citation: Wang, H., Rajesh, L., Ganesh, K., Lopes, A. R., Hoelen, T. P., & Lowry, G. V. (2026). Journal of Hazardous Materials, 503, 141208.
    Tags: Autonomous Sensing · Environmental Monitoring · Applied Environmental Technology
    Links: DOI

2025

  1. Machine learning-driven prediction of hospital admissions using gradient boosting and GPT-2
    Citation: Zhang, X., Wang, H., Yu, G., & Zhang, W. (2025). DIGITAL HEALTH, 11.
    Tags: Clinical AI · Emergency Care · NLP · Predictive Modeling
    Links: DOI

  2. Integrating machine learning into life cycle assessment: Review and future outlook
    Citation: Wang, H. (2025). PLOS Climate.
    Tags: Sustainability Analytics · Machine Learning · Life Cycle Assessment
    Links: DOI · Code

  3. Applications of microbial induced calcium carbonate precipitation in historical architecture restoration - a mini review
    Citation: Wang, H., & Wang, S. (2025). Journal of Infrastructure Preservation and Resilience, 6.
    Tags: Applied Environmental Technology · Materials · Infrastructure
    Links: DOI

  4. Integrating multimodal clinical data to predict intravenous (IV) fluid utilization: a comparative analysis of natural language processing techniques
    Citation: Wang, H., Ling, H., & Zhang, X. (2025). PeerJ Computer Science, 11, e3441.
    Tags: Clinical AI · Multimodal EHR · Clinical NLP · Utilization Prediction
    Links: DOI · Code

  5. High Aspect Ratio Polymer Nanocarriers for Gene Delivery and Expression in Plants
    Citation: Zhang, Y., Shin, J., Sun, H., Chang, H.-F., Martinez, M. R., Perkins, L. A., Yan, J., Cao, Y., Wang, H., Giraldo, J. P., Matyjaszewski, K., Sheen, J., Tilton, R. D., Marelli, B., & Lowry, G. V. (2025). Nano Letters, 25(2), 681-690.
    Tags: Materials · Environmental Technology · Plant Systems
    Links: DOI

  6. Machine Learning for Personalized Prediction of Electrocardiogram (EKG) Use in Emergency Care
    Citation: Wang, H., & Zhang, X. (2025). Journal of Personalized Medicine, 15(8), 358.
    Tags: Clinical AI · Personalized Medicine · Emergency Care
    Links: DOI · Code

2024

  1. Path to autonomous soil sampling and analysis by ground-based robots
    Citation: Norby, J., Wang, S., Wang, H., Deng, S., Jones, N., Mishra, A., Pavlov, C., He, H., Subramanian, S., Thangavelu, V., Sihota, N., Hoelen, T., Johnson, A. M., & Lowry, G. V. (2024). Journal of Environmental Management, 360, 121130.
    Tags: Autonomous Sensing · Robotics · Environmental Monitoring
    Links: DOI

2022

  1. Impact of polymer molecular weight on the efficiency of temperature swing solvent extraction for desalination of concentrated brines
    Citation: Lopes, A. R., Wang, H., Dong, J., Han, J., Hatakeyama, E. S., Hoelen, T. P., & Lowry, G. V. (2022). Desalination, 543, 116104.
    Tags: Sustainability Analytics · Desalination · Materials
    Links: DOI