Lingyun Shi

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing

Sifei Han, Robert F. Zhang, Lingyun Shi et al. · Journal of Biomedical Informatics · 2022 · 121 citations

Natural Language Processing, Engineering, Health Policy +10

Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts

Fuchiang Tsui, Lingyun Shi, Neal D. Ryan et al. · JAMIA Open · 2021 · 101 citations · Full text

Blockchain-Based Distributed Energy Trading in Energy Internet: An SDN Approach

Xin Lu, Lingyun Shi, Zhenyu Chen et al. · IEEE Access · 2019 · 40 citations · Full text

Distributed Energy System, Engineering, Information Security +19

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition

Russell Richie, Sifei Han, Lingyun Shi et al. · Journal of the American Medical Informatics Association · 2023 · 21 citations · Full text

A study of the transferability of influenza case detection systems between two large healthcare systems

Ye Ye, Michael M. Wagner, Gregory F. Cooper et al. · PLoS ONE · 2017 · 20 citations · Full text