selected scholarly activity
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academic article
- From prediction to decision: Optimizing long‐term care placements among older delayed discharge patients. Production and Operations Management. 32:1041-1058. 2023
- A resilient, robust transformation of healthcare systems to cope with COVID-19 through alternative resources. OMEGA International Journal of Management Science. 114:102750-102750. 2023
- Prehospital prediction of hospital admission for emergent acuity patients transported by paramedics: A population-based cohort study using machine learning. PLoS One. 18:e0289429-e0289429. 2023
- Impact of multimorbidity and frailty on adverse outcomes among older delayed discharge patients: Implications for healthcare policy. Health Policy. 126:197-206. 2022
- Examining the predictability and prognostication of multimorbidity among older Delayed-Discharge Patients: A Machine learning analytics. International Journal of Medical Informatics. 156:104597-104597. 2021
- Re-engaging in Aging and Mobility Research in the COVID-19 Era: Early Lessons from Pivoting a Large-Scale, Interdisciplinary Study amidst a Pandemic. Canadian Journal on Aging. 40:669-675. 2021
- The impact of recency and adequacy of historical information on sepsis predictions using machine learning. Scientific Reports. 11:20869. 2021
- Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management. Journal of Big Data. 7. 2020
- Predicting hospital admission for older emergency department patients: Insights from machine learning. International Journal of Medical Informatics. 140:104163-104163. 2020
- Designing Risk‐Adjusted Therapy for Patients with Hypertension. Production and Operations Management. 27:2291-2312. 2018
- Using observed sequence to orient causal networks. Health Care Management Science. 20:590-599. 2017
- Sequence of Functional Loss and Recovery in Nursing Homes. Gerontologist. 56:52-61. 2016
- Causal Analysis of Emergency Department Delays. Quality Management in Health Care: an information service. 24:162-166. 2015
- A psychological approach to learning causal networks. Health Care Management Science. 17:194-201. 2014
- Comparative Effectiveness of Hypoglycemic Medications Among Veterans. Journal of managed care & specialty pharmacy. 19:740-744. 2013
- Genetic markers anticipate response to citalopram in a majority of patients. Psychiatric Genetics. 21:287-293. 2011
- A Simple Method for Causal Analysis of Return on IT Investment. Journal of Healthcare Engineering. 2:43-54. 2011
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article
- Two Nearest Means: A New Case Based Reasoning Method 2023
- Predicting Hospital Admission among High Acuity Triaged Patients Transported to the Emergency Department in Ontario, Canada: A Population-Based Cohort Study using Machine Learning 2022
- Identifying Predictors of COVID-19 and Associated Risk Factors in Long-term Care and Retirement Homes using Facility Administrative Data
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chapter
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conference paper
- A data-driven analytical model for predicting functional loss and recovery among older adults. Proceedings of the International Conference on Industrial Engineering and Operations Management. 856-857. 2019