| 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 | 51 | 2021 |
| Early prediction of critical events for infants with single-ventricle physiology in critical care using routinely collected data VM Ruiz, L Saenz, A Lopez-Magallon, A Shields, HA Ogoe, S Suresh, ... The Journal of thoracic and cardiovascular surgery 158 (1), 234-243. e3, 2019 | 37 | 2019 |
| A study of the transferability of influenza case detection systems between two large healthcare systems Y Ye, MM Wagner, GF Cooper, JP Ferraro, H Su, PH Gesteland, PJ Haug, ... PloS one 12 (4), e0174970, 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 suicide risk level from reddit posts on multiple forums V Ruiz, L Shi, W Quan, N Ryan, C Biernesser, D Brent, R Tsui Proceedings of the sixth workshop on computational linguistics and clinical …, 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 |
| 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 | 8 | 2023 |
| An argument for reporting data standardization procedures in multi-site predictive modeling: case study on the impact of LOINC standardization on model performance AJ Barda, VM Ruiz, T Gigliotti, F Tsui JAMIA open 2 (1), 197-204, 2019 | 5 | 2019 |
| Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method F Tsui, Y Ye, V Ruiz, GF Cooper, MM Wagner Journal of Public Health 40 (4), 878-885, 2018 | 4 | 2018 |
| Predicting pediatric emergence delirium using data-driven machine learning applied to electronic health record dataset at a quaternary care pediatric hospital H Yu, AF Simpao, VM Ruiz, O Nelson, WT Muhly, TN Sutherland, ... JAMIA open 6 (4), ooad106, 2023 | 1 | 2023 |
| Can machine learning predict hospitalization from sparse interstage home monitoring data of single ventricle infants? A Banerjee, FR Tsui, JJ Guerra Marin, V Ruiz, S Natarajan, AL Szwast, ... Circulation 140 (Suppl_1), A12129-A12129, 2019 | 1 | 2019 |
| 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 |
| 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 |
| Prediction of adolescent suicide attempt by integrating clinical, neurocognitive and geocoded neighborhood environment data E Visoki, TM Moore, RC Gur, VM Ruiz, JA Fein, TD Benton, RE Gur, ... medRxiv, 2022.06. 13.22276356, 2022 | | 2022 |
| Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method. TFC Tsui FuChiang, YY Ye Ye, V Ruiz, GF Cooper, MM Wagner | | 2018 |
