| EHR-based phenotyping: bulk learning and evaluation PH Chiu, G Hripcsak Journal of biomedical informatics 70, 35-51, 2017 | 36 | 2017 |
| Predicting youth diabetes risk using NHANES data and machine learning N Vangeepuram, B Liu, P Chiu, L Wang, G Pandey Scientific reports 11 (1), 1-9, 2021 | 20 | 2021 |
| Pilot factory–a condor-based system for scalable pilot job generation in the panda wms framework PH Chiu, M Potekhin Journal of Physics: Conference Series 219 (6), 062041, 2010 | 19 | 2010 |
| Machine learning-driven identification of early-life air toxic combinations associated with childhood asthma outcomes YC Li, HHL Hsu, Y Chun, PH Chiu, Z Arditi, L Claudio, G Pandey, ... The Journal of Clinical Investigation (JCI), 2021 | 13 | 2021 |
| Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records CN Ta, JE Zucker, PH Chiu, Y Fang, K Natarajan, C Weng Journal of the American Medical Informatics Association 30 (2), 256-272, 2023 | 3 | 2023 |
| Clustering Similar Actions in Sequential Decision Processes PH Chiu, M Huber 2009 International Conference on Machine Learning and Applications, 776-781, 2009 | 3 | 2009 |
| Estimating youth diabetes risk using NHANES data and machine learning N Vangeepuram, B Liu, P Chiu, L Wang, G Pandey medRxiv, 19007872, 2019 | 1 | 2019 |
| Reinforcement field PH Chiu, M Huber 2011 IEEE International Conference on Systems, Man, and Cybernetics, 2567-2574, 2011 | 1 | 2011 |
| Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts PH Chiu, M Huber arXiv preprint arXiv:2208.04822, 2022 | | 2022 |
| Sequencing EHR for Disease Subtyping PH Chiu, N Shang, C Weng American Medical Informatics Association (AMIA), 2018 | | 2018 |
| Bulk Learning on EHR Data PH Chiu, G Hripcsak American Medical Informatics Association (AMIA), 2016 | | 2016 |
| Generalized Reinforcement Learning With An Application In Generic Workload Management Systems PH Chiu Computer Science & Engineering, 2011 | | 2011 |
| Generalized reinforcement learning with concept-driven abstract actions PH Chiu, M Huber 2011 IEEE International Conference on Systems, Man, and Cybernetics, 2575-2582, 2011 | | 2011 |
| Generic Workload Management System Using Condor-Based Pilot Factory in PanDA Framework PH Chiu, T Wenaus | | |