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Lingyun Shi · SciRah

Researcher profile · Semantic Scholar

Lingyun Shi

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Lingyun Shi — researcher profile on SciRah

h-index: 10
Works: 26
Citations: 437

Most-cited papers

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing
Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie +6 more
2022Journal of Biomedical Informatics135 citations Open access
Semantic Scholar
Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts
Fu-Chiang R. Tsui, Lingyun Shi, Victor M. Ruiz, N. Ryan +4 more
2021JAMIA Open105 citations Open access
Semantic Scholar
Early prediction of clinical deterioration using data-driven machine-learning modeling of electronic health records.
Victor M. Ruiz, M. Goldsmith, Lingyun Shi, Allan F. Simpao +5 more
2021Journal of Thoracic and Cardiovascular Surgery35 citations Open access
Semantic Scholar
Blockchain-Based Distributed Energy Trading in Energy Internet: An SDN Approach
Xin Lu, Lingyun Shi, Zhenyu Chen, Xunfeng Fan +3 more
2019IEEE Access32 citations Open access
Semantic Scholar
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition
Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi +1 more
2023J. Am. Medical Informatics Assoc.24 citations Open access
Semantic Scholar
A study of the transferability of influenza case detection systems between two large healthcare systems
Ye Ye, M. Wagner, G. Cooper, Jeffrey P. Ferraro +12 more
2017PLoS ONE20 citations Open access
Semantic Scholar
A differentially private greedy decision forest classification algorithm with high utility
Zhi-Tao Guan, Xian-Wen Sun, Lingyun Shi, Long-Fei Wu +1 more
2020Computers & security15 citations
Semantic Scholar
Three-layer hybrid intrusion detection model for smart home malicious attacks
Lingyun Shi, Long-Fei Wu, Zhi-Tao Guan
2021Computers & electrical engineering14 citations
Semantic Scholar
Predictive Modeling for Classification of Positive Valence System Symptom Severity from Initial Psychiatric Evaluation Records
J. Posada, Amie J. Barda, Lingyun Shi, Diyang Xue +4 more
2017Journal of Biomedical Informatics14 citations Open access
Semantic Scholar
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums
Victor M. Ruiz, Lingyun Shi, Wei Quan, N. Ryan +3 more
2019Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology11 citations Open access
Semantic Scholar
Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring
Sifei Han, Lingyun Shi, Russell Richie, F. Tsui
2022Information Sciences10 citations Open access
Semantic Scholar
Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records
Lingyun Shi, N. Muthu, Gerald P. Shaeffer, Yujie Sun +2 more
2022Medinfo7 citations Open access
Semantic Scholar
Adversarial Text Generation via Probability Determined Word Saliency
Gang Ma, Lingyun Shi, Zhi-Tao Guan
2020International Conference on Machine Learning for Cyber Security5 citations
Semantic Scholar
Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms
Luiz E. V. Silva, Lingyun Shi, Hunter A. Gaudio, Viveknarayanan Padmanabahn +14 more
2023IEEE journal of biomedical and health informatics4 citations Open access
Semantic Scholar
Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks
Edidiong Okon, Lingyun Shi, R. Tsui
2020American Medical Informatics Association Annual Symposium2 citations
Semantic Scholar
A Differentially Private Classification Algorithm With High Utility for Wireless Body Area Networks
Xian-Wen Sun, Lingyun Shi, Long-Fei Wu, Zhi-Tao Guan +2 more
2020IEEE Wireless Communications and Networking Conference1 citations
Semantic Scholar
A Data-Driven Approach for Integrating Infant Mortality Prediction and Survival Time Estimate from Electronic Health Records
R. Tsui, Luge Yang, Lingyun Shi, Lezhou Wu
2019American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
Detection of Adverse Drug Reaction from Twitter Data
Fu-Chiang Tsui, Lingyun Shi, Victor M. Ruiz, Amie D. Barda +4 more
2017SMM4H@AMIA1 citations
Semantic Scholar
Using Logistic Regression to Verify Completeness of Electronic Health Records for Infant Mortality Analysis
Luge Yang, J. Posada, Hoah-Der Su, Lingyun Shi +2 more
2017American Medical Informatics Association Annual Symposium1 citations
Semantic Scholar
A Template for Translational Bioinformatics: Facilitating Multimodal Data Analyses in Preclinical Models of Neurological Injury
Hunter A. Gaudio, V. Padmanabhan, W. Landis, Luiz E. V. Silva +22 more
2023bioRxiv0 citations Open access
Semantic Scholar
PO-03-124 DEVELOPMENT AND VALIDATION OF A DEEP NEURAL NETWORK TO MEASURE QTC ON PEDIATRIC ELECTROCARDIOGRAMS
I. Asztalos, Victor M. Ruiz, Luiz E. V. Silva, Lingyun Shi +1 more
2023Heart Rhythm0 citations Open access
Semantic Scholar
Evaluating Deterioration Prediction, Usability, and Impact of a Clinical Artificial Intelligence System: Real-time Intensive Care Warning INdex System (I-WIN) Using EHR and Bedside Monitor Data
Fu-Chiang Tsui, Victor M. Ruiz, Sachin Grover, Lingyun Shi +2 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital
Fu-Chiang Tsui, Lingyun Shi, Victor M. Ruiz, Fan Mi +4 more
2020American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning
J. Posada, Lingyun Shi, S. M. Castro, S. Visweswaran +3 more
2018American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Usability and Acceptability of a System to Identify Pediatric Patients at Risk of 30-day Hospital Readmission Prior to Discharge
Amie D. Barda, Lingyun Shi, A. Urbach, Srinivasan Suresh +1 more
2017American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
Use of Freetext Clinical Reports for Prediction of 30-Day Psychiatric Readmissions
J. Posada, Lingyun Shi, Ye Ye, F. Ghinassi +3 more
2016American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar

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