| Pharmacygpt: The ai pharmacist Z Liu, Z Wu, M Hu, B Zhao, L Zhao, T Zhang, H Dai, X Chen, Y Shen, S Li, ... arXiv preprint arXiv:2307.10432, 2023 | 28 | 2023 |
| Machine learning vs. traditional regression analysis for fluid overload prediction in the ICU A Sikora, T Zhang, DJ Murphy, SE Smith, B Murray, R Kamaleswaran, ... Scientific Reports 13 (1), 19654, 2023 | 13 | 2023 |
| Evaluation of medication regimen complexity as a predictor for mortality A Sikora, JW Devlin, M Yu, T Zhang, X Chen, SE Smith, B Murray, ... Scientific Reports 13 (1), 10784, 2023 | 9 | 2023 |
| ℓ0 Optimization with Robust Non-Oracular Quantum Search T Zhang, Y Ke Technologies 11 (5), 148, 2023 | 1 | 2023 |
| 349: AUGMENTING MORTALITY PREDICTION WITH MEDICATION DATA AND MACHINE LEARNING MODELS A Sikora, T Zhang, X Chen, S Smith, J Devlin, D Murphy, ... Critical Care Medicine 53 (1), 2025 | | 2025 |
| 400: ENHANCING THE APACHE II SCORE: ADDITION OF PHARMACOPHENOTYPES TO PREDICT FLUID OVERLOAD K Keats, S Deng, X Chen, T Zhang, J Devlin, D Murphy, S Smith, B Murray, ... Critical Care Medicine 53 (1), 2025 | | 2025 |
| 1368: MACHINE LEARNING-BASED PREDICTION OF ICU COMPLICATIONS USING MEDICATION DATA: A VALIDATION STUDY S Smith, B Zhao, S Deng, M Hu, T Zhang, Y Kong, Y Shen, S Li, D Murphy, ... Critical Care Medicine 53 (1), 2025 | | 2025 |
| Augmenting mortality prediction with medication data and machine learning models B Murray, T Zhang, A Most, X Chen, SE Smith, JW Devlin, DJ Murphy, ... medRxiv, 2024.04. 16.24305420, 2024 | | 2024 |
| Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction K Henry, S Deng, X Chen, T Zhang, J Devlin, D Murphy, S Smith, ... Pharmacotherapy: The Journal of Human Pharmacology and Drug Therapy, 2024 | | 2024 |
| 1006: ASSOCIATION BETWEEN MEDICATION REGIMEN COMPLEXITY AND ICU MORTALITY IN A LARGE COHORT AS Newsome, J Devlin, B Murray, S Rowe, R Kamaleswaran, T Zhang, ... Critical Care Medicine 52 (1), S475, 2024 | | 2024 |
| 362: UNSUPERVISED MACHINE LEARNING OF ICU MEDICATION USE PATTERNS TO PREDICT FLUID OVERLOAD K Keats, S Deng, X Chen, T Zhang, J Devlin, D Murphy, S Smith, B Murray, ... Critical Care Medicine 52 (1), S155, 2024 | | 2024 |