| Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing S Han, RF Zhang, L Shi, R Richie, H Liu, A Tseng, W Quan, N Ryan, ... Journal of biomedical informatics 127, 103984, 2022 | 58 | 2022 |
| Natural language processing and machine learning of electronic health records for prediction of first-time suicide attempts FR Tsui, L Shi, V Ruiz, ND Ryan, C Biernesser, S Iyengar, CG Walsh, ... JAMIA open 4 (1), ooab011, 2021 | 50 | 2021 |
| A study of the transferability of influenza case detection systems between two large healthcare systems FT Ye Ye, Michael M. Wagner, Gregory F. Cooper, Jeffrey P. Ferraro, Howard ... PLoS ONE 12 (4), 2017 | 30 | 2017 |
| Early prediction of clinical deterioration using data-driven machine-learning modeling of electronic health records VM Ruiz, MP Goldsmith, L Shi, AF Simpao, JA Gálvez, MY Naim, ... The Journal of Thoracic and Cardiovascular Surgery 164 (1), 211-222. e3, 2022 | 18 | 2022 |
| CLPsych2019 Shared Task: Predicting Users’ Suicide Risk Levels from Their Reddit Posts on Multiple Forums L Shi, V Ruiz, J Guerra, W Quan, N Ryan, C Biernesser, D Brent, F Tsui 2019 Conference of the North America Chapter of the Association for …, 2019 | 15* | 2019 |
| Predictive modeling for classification of positive valence system symptom severity from initial psychiatric evaluation records JD Posada, AJ Barda, L Shi, D Xue, V Ruiz, PH Kuan, ND Ryan, FR Tsui Journal of biomedical informatics 75, S94-S104, 2017 | 13 | 2017 |
| Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring S Han, L Shi, R Richie, FR Tsui Information Sciences 615, 90-102, 2022 | 8 | 2022 |
| Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition R Richie, VM Ruiz, S Han, L Shi, F Tsui Journal of the American Medical Informatics Association 30 (8), 1379-1388, 2023 | 5 | 2023 |
| Using data-driven machine learning to predict unplanned ICU transfers with critical deterioration from electronic health records L Shi, N Muthu, GP Shaeffer, Y Sun, VM Ruiz Herrera, FR Tsui MEDINFO 2021: One World, One Health–Global Partnership for Digital …, 2022 | 3 | 2022 |
| Detection of adverse drug reaction from twitter data U Tsui, F., Shi, L., Ruiz, V., Barda, A.D., Ye, Y., Xue, D., Mi, F., and Jain CEUR Workshop Proceedings 1996 (1613-0073), 64-67, 2017 | 2* | 2017 |
| System for hospital adaptive readmission prediction and management FC Tsui US Patent App. 14/490,139, 2015 | 2 | 2015 |
| Prediction of Return of Spontaneous Circulation in a Pediatric Swine Model of Cardiac Arrest Using Low-Resolution Multimodal Physiological Waveforms LEV Silva, L Shi, H Gaudio, V Padmanabahn, RW Morgan, JM Slovis, ... IEEE Journal of Biomedical and Health Informatics, 2023 | 1 | 2023 |
| Influence of Chest Compression on Amplitude Spectrum Area for the Prediction of the Return of Spontaneous Circulation in a Pediatric Swine Model LEV Silva, HA Gaudio, NJ Widmann, RM Forti, V Padmanabhan, K Senthil, ... 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | | 2023 |
| PO-03-124 DEVELOPMENT AND VALIDATION OF A DEEP NEURAL NETWORK TO MEASURE QTC ON PEDIATRIC ELECTROCARDIOGRAMS I Asztalos, V Ruiz, L Silva, L Shi, FR Tsui Heart Rhythm 20 (5), S428-S429, 2023 | | 2023 |
| A Template for Translational Bioinformatics: Facilitating Multimodal Data Analyses in Preclinical Models of Neurological Injury HA Gaudio, V Padmanabhan, WP Landis, LE Virgilio Silva, J Slovis, ... bioRxiv, 2023.07. 17.547582, 2023 | | 2023 |
| Systems and methods for early detection and management of clinical critical events SHI Lingyun, MI Fan, T Fuchiang US Patent App. 17/776,955, 2022 | | 2022 |
| Usability and workflow evaluation of the Intensive care Warning INdex system (I-WIN) for early prediction of clinical deterioration and intervention. MG Fuchiang (Rich) Tsui, Lingyun Shi, Victor Ruiz, Sachin Grover, Victor Zhu ... AMIA (American Medical Informatics Association) 2022 Clinical Informatics …, 2022 | | 2022 |
| I-WIN: an Intensive care Warning INdex System for Early Prediction of Clinical Deterioration and Intervention using Data-driven Machine Learning Modeling of Electronic Health … AS Fuchiang (Rich) Tsui, Victor Ruiz, Michael Goldsmith, Lingyun Shi ... AMIA (American Medical Informatics Association) 2022 Informatics Summit, 2022 | | 2022 |
| Using data-driven machine learning to predict unplanned ICU transfers with critical deterioration from electronic health records TF Shi L, Muthu N, ShafferGP, Sun Y, Ruiz Herrera VM International Medical Informatics Association, 2021 | | 2021 |
| A Data-Driven Approach for Infant Mortality Prediction and Survival Analysis FR Tsui, L Yang, L Shi, L Wu American Medical Informatics Association (AMIA), 2019 | | 2019 |
Amie J BardaDoctoral Fellow, University of PittsburghDirección de correo verificada de pitt.edu
