Lingyun Shi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Differentially Private

Natural Language Processing

Convolutional Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Sifei Han, Russell Richie, Lingyun Shi, Fu-Chiang Tsui
Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks. IEEE Access 12 (2024)
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, Nicolina R. Ranieri, Madison Bowe, Wesley B. Baker, Todd J. Kilbaugh, Tiffany S. Ko, Fuchiang (Rich) Tsui
Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms. IEEE J. Biomed. Health Informatics 27 (10) (2023)
Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. J. Am. Medical Informatics Assoc. 30 (8) (2023)
Xiaohan Zhang, Tao Wang, Lingyun Shi, Di Hua, Zhiliang Hong
A 7W, 2.5-5GHz Wideband GaN PA with Transformer-Based Matching Network. ASICON (2023)
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, Todd J. Kilbaugh, Fuchiang (Rich) Tsui, Tiffany S. Ko
Influence of Chest Compression on Amplitude Spectrum Area for the Prediction of the Return of Spontaneous Circulation in a Pediatric Swine Model. CinC (2023)
Fuchiang (Rich) Tsui, Victor Ruiz, Sachin Grover, Lingyun Shi, Allan F. Simpao, Michael Goldstein
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. AMIA (2022)
Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fu-Chiang Tsui
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing. J. Biomed. Informatics 127 (2022)
Sifei Han, Lingyun Shi, Russell Richie, Fuchiang R. Tsui
Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring. Inf. Sci. 615 (2022)
Lingyun Shi, Naveen Muthu, Gerald P. Shaeffer, Yujie Sun, Victor M. Ruiz Herrera, Fuchiang R. Tsui
Using Data-Driven Machine Learning to Predict Unplanned ICU Transfers with Critical Deterioration from Electronic Health Records. MedInfo (2021)
Gang Ma, Lingyun Shi, Zhitao Guan
Adversarial Text Generation via Probability Determined Word Saliency. ML4CS (2) (2020)
Zhitao Guan, Xianwen Sun, Lingyun Shi, Longfei Wu, Xiaojiang Du
A differentially private greedy decision forest classification algorithm with high utility. Comput. Secur. 96 (2020)
Edidiong Okon, Lingyun Shi, Rich Tsui
Automated Diagnosis Coding from Clinical Notes Using Attention-Augmented Recurrent Convolutional Neural Networks. AMIA (2020)
Xianwen Sun, Lingyun Shi, Longfei Wu, Zhitao Guan, Xiaojiang Du, Mohsen Guizani
A Differentially Private Classification Algorithm With High Utility for Wireless Body Area Networks. WCNC (2020)
Fuchiang (Rich) Tsui, Lingyun Shi, Victor M. Ruiz, Fan Mi, Michael Goldsmith, Maryam Y. Naim, Jorge A. Gálvez, Allan F. Simpao
Design and deployment of a real-time AI-based telehealth system for deterioration prediction of critical-care patients in a large children's hospital. AMIA (2020)
Rich Tsui, Luge Yang, Lingyun Shi, Lezhou Wu
A Data-Driven Approach for Integrating Infant Mortality Prediction and Survival Time Estimate from Electronic Health Records. AMIA (2019)
Xin Lu, Lingyun Shi, Zhenyu Chen, Xunfeng Fan, Zhitao Guan, Xiaojiang Du, Mohsen Guizani
Blockchain-Based Distributed Energy Trading in Energy Internet: An SDN Approach. IEEE Access 7 (2019)
José D. Posada, Lingyun Shi, Sergio M. Castro, Shyam Visweswaran, Neal D. Ryan, Henk Harkema, Rich Tsui
Social Context Sentence Classification from Psychiatric Reports using Positive and Unlabeled Learning. AMIA (2018)
Amie D. Barda, Lingyun Shi, Andrew H. Urbach, Srinivasan Suresh, Rich Tsui
Usability and Acceptability of a System to Identify Pediatric Patients at Risk of 30-day Hospital Readmission Prior to Discharge. AMIA (2017)
Luge Yang, José D. Posada, hoah-der Su, Lingyun Shi, Mi Fan, Rich Tsui
Using Logistic Regression to Verify Completeness of Electronic Health Records for Infant Mortality Analysis. AMIA (2017)
Fu-Chiang Tsui, Lingyun Shi, Victor Ruiz, Amie D. Barda, Ye Ye, Diyang Xue, Fan Mi, Uktars Jain
Detection of Adverse Drug Reaction from Twitter Data. SMM4H@AMIA (2017)
José D. Posada, Lingyun Shi, Ye Ye, Frank A. Ghinassi, Neal D. Ryan, Henk Harkema, Rich Tsui
Use of Freetext Clinical Reports for Prediction of 30-Day Psychiatric Readmissions. AMIA (2016)