Justin Boutilier

Publications during the last 7 years

Papers in Refereed Journals

• Rana, S., Russell, T., Boutilier, J.J. and Goentzel, J. 2024. Discrete Event Simulation for Evaluating Fuel Distribution Interventions to Mitigate Disruptions. Production and Operations Management, (In Press).
• Boutilier, J.J., Michini, C. and Zhou, Z. 2024. Optimal Multivariate Decision Trees. Constraints, 28: 549–577.
• Liu, Y., Yu, M., LaMantia, J.N., Lobo, J.M., Boutilier, J.J. and Brennan, M.B. 2023. Associations between specialty care and improved outcomes among patients with diabetic foot ulcers. PLOS ONE, (In Press).
• Jolliff, A., Fields, B., Boutilier, J.J., Dudek, A., Elliott, C., Zuraw, M. and Werner, N.E. 2023. Care Partner Confidence and Experiences in Legal Planning for People Living with Dementia: A Mixed Methods Study. The Gerontologist, (In Press).
• Boutilier, J.J., Loganathar, P., Linden, A., Scheer, E., Noejovich, S., Elliott, C., Zuraw, M. and Werner, N.E. 2022. A Web-Based Platform (CareVirtue) to Support Caregivers of People Living With Alzheimer Disease and Related Dementias: Mixed Methods Feasibility Study. JMIR Aging, 5(30).
• Boutilier, J.J., Yoeli, E., Rathauser, J., Owiti, P., Subbaraman, R. and Jónasson, J.O. 2022. Can digital adherence technologies reduce inequity in tuberculosis treatment success? Evidence from a randomized controlled trial in Nairobi, Kenya. BMJ Global Health, 7.
• Boutilier, J.J. and Chan, T.C.Y. 2022. Drone network design for cardiac arrest response. Manufacturing & Service Operations Management (M&SOM), 24(5): 2387-2796.
• Brice, S.N., Boutilier, J.J., Gartner, D., Harper, P., Knight, V., Lloyd, J., Pusponegoro, A.D., Rini, A.P., Turnbull-Ross, J. and Tuson, M. 2022. Emergency services utilization in Jakarta, Indonesia: A cross-sectional study of patients attending hospital emergency departments. BMC Health Services Research, 22.
• Smith, A.J., Patterson, B.W., Pulia, M.S., Mayer, J., Schwei, .R.J., Nagarajan, R., Liao, F. and Boutilier, J.J. 2022. Multisite Evaluation of Prediction Models for Emergency Department Crowding Before and During the COVID-19 Pandemic. Journal of the American Medical Informatics Association, 30(2): 292–300.
• Sun, Y., Kaur, R., Gupta, S., Paul, R., Das, R., Cho, S.J., Anand, S., Boutilier, J.J., Saria, S., Palma, J., Saluja, S., McAdams, R.M., Kaur, A., Yadav, G. and Singh, H. 2021. Development and Validation of High Definition Phenotype (HDP) based mortality prediction in critical care units. Journal of the American Medical Informatics Association, 4(1).
• Boutilier, J.J., Jónasson, J.O. and Yoeli, E. 2021. Improving TB Treatment Adherence Support: The Case for Targeted Behavioral Interventions. Manufacturing & Service Operations Management (M&SOM), 24(6): 2797-3306.
• Boutilier, J.J. and Chan, T.C.Y. 2021. Introducing and Integrating Machine Learning in an Operations Research Curriculum: An Application-Driven Course. INFORMS Transactions on Education, 23(2): 57-135.
• Singh, H., Kusuda, S., McAdams, R.M., Gupta, S., Kalra, J., Kaur, R., Das, R., Anand, S., Pandey, A.K., Cho, S.J., Saluja, S., Boutilier, J.J., Saria, S., Palma, J., Kaur, A., Yadav, G. and Sun, Y. 2021. Machine Learning-Based Automatic Classification of Video Recorded Neonatal Manipulations and Associated Physiological Parameters: A Feasibility Study. Children, 8(1).
• Stoesser, C.E., Boutilier, J.J., Sun, C.L.F., Brooks, S.C., Cheskes, S., Dainty, K.N., Feldman, M., Ko, D., Lin, S., Morrison, L., Scales, D.C. and Chan, T.C.Y. 2021. Moderating effects of out-of-hospital cardiac arrest characteristics on the association between EMS response time and survival. Resuscitation, 169: 31-38.
• Lee, Y., Mansur, R.B., Brietzke, E., Kapogiannis, D., Delgado-Peraza, F., Boutilier, J.J., Chan, T.C.Y., Carmona, N.E., Rosenblat, J.D., Lee, J.G., Maletic, V., Vinberg, M., Suppes, T., Goldstein, B.I., Ravindran, A.V., Taylor, V.H., Chawla, S., Nogueras-Ortiz, C., Cosgrove, V.E., Kramer, N.E., Ho. R,, Raison, C.A. and McIntyre, R.S. 2021. Peripheral inflammatory biomarkers define biotypes of bipolar depression. Molecular Psychiatry, 26: 3395–3406.
• Boutilier, J.J., Chan, T.C.Y., Ranjan, M. and Deo, S. 2021. Risk Stratification for Early Detection of Diabetes and Hypertension in Resource-Limited Settings: Machine Learning Analysis. Journal of Medical Internet Research, 23(1).
• Alcock, R., Boutilier, J.J. and Siddiq, A. 2021. Shield-Net: Matching Supply with Demand for Face Shields During the COVID-19 Pandemic. INFORMS Journal of Applied Analytics, 52(6): 471-582.
• Boutilier, J.J. and Chan, T.C.Y. 2020. Ambulance Emergency Response Optimization in Developing Countries. Operations Research, 68(5): 1285-1624.
• Goli, A., Boutilier, J.J., Craig, T., Sharpe, M.B. and Chan, T.C.Y. 2018. A small number of objective function weight vectors is sufficient for automated treatment planning in prostate cancer. Physics in Medicine & Biology, 63(19).
• Lee, Y., Ragguett, R-M., Mansur, R.B., Boutilier, J.J., Rosenblat, J.D., Trevizol, A., Brietzke, E., Lin, K., Pan, Z., Subramaniapillai, M., Chan, T.C.Y., Fus, D., Park, C., Musial, N., Zuckerman, H., Chen, V.C-H., Ho, R., Rong, C. and McIntyre, R.S. 2018. Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review. Journal of Affective Disorders, 241(1): 519-532.
• Babier, A., Boutilier, J.J., Sharpe, M.B., McNiven, A. and Chan, T.C.Y. 2018. Inverse optimization of objective function weights for treatment planning using clinical dose-volume histograms. Physics in Medicine & Biology, 63(10): 105004.
• Babier, A., Boutilier, J.J., McNiven, A. and Chan, T.C.Y. 2018. Knowledge-based automated planning for oropharyngeal cancer. Medical Physics, 45(7): 2875-2883.
• Boutilier, J.J., Brooks, S.C., Janmohamed, A., Byers, A., Buick, J.E., Zhan, C., Schoellig, A.P., Cheskes, S., Morrison, L.J. and Chan, T.C.Y. 2017. Optimizing a Drone Network to Deliver Automated External Defibrillators. Circulation, 135(25): 2454 - 2465.

Chapters in Books

• Stratman, E.G., Boutilier, J.J. and Albert, L.A. Uncertainty in Facility Location Models for Emergency Medical Services. In Eiselt, H.A. and Marianov, V.. Uncertainty in Facility Location Problems. Springer, 2023.

Invited Contributions and/or Technical Reports

• Russell, T., Boutilier, J.J., Kleinmann, S. and Goentzel, J. 2020. "Actionable Analysis: Simulating and Visualizing Fuel Distribution During Disasters", June.

Funded Research during the last 7 years

LEGEND:

*Purpose
C: Contract (R and D) | E: Equipment Grant | R: Research Grant | S: Support Award | P: Pedagogical Grant | O: Other, U: Unknown

**Type
C: Granting Councils | G: Government | F: Foundations | I: UO Internal Funding | O: Other | U: Unknown

Role
PI = Principal Investigator | Co-I = Co-Investigator | Co-PI = Co-Principal Investigator