Use of Freetext Clinical Reports for Prediction of 30-Day Psychiatric Readmissions. - José D. Posada; Lingyun Shi; Ye Ye; Frank A. Ghinassi; Neal D. Ryan; Henk Harkema; Rich Tsui (AMIA, 2016)

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; Andrew H. Urbach; Srinivasan Suresh 001; Rich Tsui (AMIA, 2017)

Detection of Adverse Drug Reaction from Twitter Data. - Fu-Chiang Tsui; Lingyun Shi; Victor Ruiz; Amie D. Barda; Ye Ye 002; Diyang Xue; Fan Mi; Uktars Jain (SMM4H@AMIA, 2017)

Using Logistic Regression to Verify Completeness of Electronic Health Records for Infant Mortality Analysis. - Luge Yang; José D. Posada; Hoah-Der Su; Lingyun Shi; Mi Fan; Rich Tsui (AMIA, 2017)

Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning. - José D. Posada; Lingyun Shi; Sergio M. Castro; Shyam Visweswaran; Neal D. Ryan; Henk Harkema; Rich Tsui (AMIA, 2018)

A Data-Driven Approach for Integrating Infant Mortality Prediction and Survival Time Estimate from Electronic Health Records. - Rich Tsui; Luge Yang; Lingyun Shi; Lezhou Wu (AMIA, 2019)

Blockchain-Based Distributed Energy Trading in Energy Internet: An SDN Approach. - Xin Lu; Lingyun Shi; Zhenyu Chen 007; Xunfeng Fan; Zhitao Guan; Xiaojiang Du; Mohsen Guizani (IEEE Access, 2019)

Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks. - Edidiong Okon; Lingyun Shi; Rich Tsui (AMIA, 2020)

Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital. - Fuchiang (Rich) Tsui; Lingyun Shi; Victor M. Ruiz; Fan Mi; Michael Goldsmith; Maryam Y. Naim; Jorge A. Gálvez; Allan F. Simpao (AMIA, 2020)

Adversarial Text Generation via Probability Determined Word Saliency. - Gang Ma; Lingyun Shi; Zhitao Guan (ML4CS (2), 2020)

A Differentially Private Classification Algorithm With High Utility for Wireless Body Area Networks. - Xianwen Sun; Lingyun Shi; Longfei Wu; Zhitao Guan; Xiaojiang Du; Mohsen Guizani (WCNC, 2020)

A differentially private greedy decision forest classification algorithm with high utility. - Zhitao Guan; Xianwen Sun; Lingyun Shi; Longfei Wu; Xiaojiang Du (Comput. Secur., 2020)

Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records. - Lingyun Shi; Naveen Muthu; Gerald P. Shaeffer; Yujie Sun; Victor M. Ruiz Herrera; Fuchiang R. Tsui (MedInfo, 2021)

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. - Fuchiang (Rich) Tsui; Victor Ruiz; Sachin Grover; Lingyun Shi; Allan F. Simpao; Michael Goldstein (AMIA, 2022)

Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring. - Sifei Han; Lingyun Shi; Russell Richie; Fuchiang R. Tsui (Inf. Sci., 2022)

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; Haixia Liu; Andrew Tseng; Wei Quan; Neal Ryan; David Brent; Fu-Chiang Tsui (J. Biomed. Informatics, 2022)

A 7W, 2.5-5GHz Wideband GaN PA with Transformer-Based Matching Network. - Xiaohan Zhang; Tao Wang; Lingyun Shi; Di Hua; Zhiliang Hong (ASICON, 2023)

Influence of Chest Compression on Amplitude Spectrum Area for the Prediction of the Return of Spontaneous Circulation in a Pediatric Swine Model. - Luiz Eduardo Virgilio da Silva; Hunter A. Gaudio; Nicholas J. Widmann; Rodrigo M. Forti; Viveknarayanan Padmanabhan; Kumaran Senthil; Julia M. Slovis; Constantine D. Mavroudis; Yuxi Lin; Lingyun Shi; Wesley B. Baker; Ryan W. Morgan; et al. (CinC, 2023)

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. - Russell Richie; Victor M. Ruiz; Sifei Han; Lingyun Shi; Fuchiang (Rich) Tsui (J. Am. Medical Informatics Assoc., 2023)

Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms. - Luiz Eduardo Virgilio da Silva; Lingyun Shi; Hunter A. Gaudio; Viveknarayanan Padmanabhan; Ryan W. Morgan; Julia M. Slovis; Rodrigo M. Forti; Sarah Morton; Yuxi Lin; Gerard H. Laurent; Jake Breimann; Bo H. Yun; et al. (IEEE J. Biomed. Health Informatics, 2023)

Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks. - Sifei Han; Russell Richie; Lingyun Shi; Fu-Chiang Tsui (IEEE Access, 2024)