Justin Boutilier

Publications au cours des 7 dernières années

Articles publiés dans des revues avec comité de lecture

• Adams, K.B., Boutilier, J.J., Deo, S., Mintz, Y. Planning a Community Approach to Diabetes Care in Low- and Middle-Income Countries Using Optimization. Operations Research.
• Chappell, T.L., Pflaster, E.G., Namata, R., Bell, J., Miller, L.H., Pomputius, W.F., Boutilier, J.J., Messinger, Y.H. Bloodstream Infections in Childhood Acute Myeloid Leukemia and Machine Learning Models – A Single Institution Analysis. Journal of Pediatric Hematology/Oncology, 47(1): 26-33.
• Maaz, M., Leung, B.K.H., Boutilier, J.J., Suen, S., Dorian, P., Morrison, L.J., Scales, D.C., Cheskes, S., Chan, T.C.Y. Cost-effectiveness of drone-delivered automated external defibrillators for cardiac arrest. Annals of Internal Medicine, 209(April 2025): 110552.
• Baek, J., Boutilier, J.J., Farias, V.F., Jónasson, J.O., Yoeli, E. Policy Optimization for Personalized Interventions in Behavioral Health. Manufacturing and Service Operations Management, 27(3): 770-788.
• Acosta-Perez. F.A., Boutilier, J.J., Zayas-Cabán, G., Adelaine, S., Liao, F., Patterson, B. Towards Real Time Discharge Volume Predictions in Multisite Healthcare Systems: Longitudinal Observational Study. Journal of Medical Internet Research, 27: e63765.
• Jolliff, A., Fields, B., Boutilier, J.J., Dudek, A., Elliott, C., Zuraw, M., Werner, N.E. Care Partner Confidence and Experiences in Legal Planning for People Living with Dementia: A Mixed Methods Study. The Gerontologist, 64(7): gnad153.
• Brice, S.N., Boutilier, J.J., Palmer, G., Harper, P.R., Knight, V., Tuson, M., Gartner, D. Close-Up on Ambulance Service Estimation in Indonesia: Monte Carlo Simulation Study. Interactive Journal of Medical Research, 13(1): e54240.
• Jolliff, A., Fields, B., Boutilier, J.J., Dudek, A., Elliott, C., Zuraw, M., Werner, N.E. Exploring confidence in financial planning topics among care partners of persons living with dementia. Dementia, 23(8): 1307-1326.
• Rana, S., Russell, T., Boutilier, J.J., Goentzel, J. Modeling Operational Flow Capacity and Evaluating Disaster Interventions for Fuel Distribution. Production and Operations Management, 33(3): 682-700.
• Boutilier, J.J., Michini, C., Zhou, Z. Optimal Multivariate Decision Trees. Constraints, 28: 549–577.
• Pickett, A.C., Valdez, D., White, L.A., Loganathar, P., Linden, A., Boutilier, J.J., Caldwell, C., Elliott, C., Zuraw, M., Werner, N.E. The CareVirtue Digital Journal for Family and Friend Caregivers of People Living With Alzheimer Disease and Related Dementias: Exploratory Topic Modeling and User Engagement Study. JMIR Aging, 7: e67992.
• Liu, Y., Yu, M., LaMantia, J.N., Lobo, J.M., Boutilier, J.J., Brennan, M.B. Associations between specialty care and improved outcomes among patients with diabetic foot ulcers. PLOS ONE, 18(12): e0294813.
• Boutilier, J.J., Loganathar, P., Linden, A., Scheer, E., Noejovich, S., Elliott, C., Zuraw, M., Werner, N.E. A Web-Based Platform (CareVirtue) to Support Caregivers of People Living With Alzheimer Disease and Related Dementias: Mixed Methods Feasibility Study. JMIR Aging, 5(3): e36975.
• Boutilier, J.J., Yoeli, E., Rathauser, J., Owiti, P., Subbaraman, R., Jónasson, J.O. Can digital adherence technologies reduce inequity in tuberculosis treatment success? Evidence from a randomized controlled trial in Nairobi, Kenya. BMJ Global Health, 7(12): e010512.
• Boutilier, J.J., Chan, T.C.Y. Drone network design for cardiac arrest response. Manufacturing and Service Operations Management, 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., Tuson, M. Emergency services utilization in Jakarta, Indonesia: A cross-sectional study of patients attending hospital emergency departments. BMC Health Services Research, 22(1): 639.
• Smith, A.J., Patterson, B.W., Pulia, M.S., Mayer, J., Schwei, .R.J., Nagarajan, R., Liao, F., Boutilier, J.J. 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., Singh, H. 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., Yoeli, E. Improving TB Treatment Adherence Support: The Case for Targeted Behavioral Interventions. Manufacturing and Service Operations Management, 24(6): 2797-3306.
• Boutilier, J.J., Chan, T.C.Y. 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., Sun, Y. 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., Chan, T.C.Y. 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., McIntyre, R.S. Peripheral inflammatory biomarkers define biotypes of bipolar depression. Molecular Psychiatry, 26: 3395–3406.
• Boutilier, J.J., Chan, T.C.Y., Ranjan, M., Deo, S. 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., Siddiq, A. 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., Chan, T.C.Y. Ambulance Emergency Response Optimization in Developing Countries. Operations Research, 68(5): 1285-1624.

Chapitres de livres

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

Contributions sur invitation et/ou rapports techniques

• Russell, T., Boutilier, J.J., Kleinmann, S., Goentzel, J.. 2020. "Actionable Analysis: Simulating and Visualizing Fuel Distribution During Disasters".
• Boutilier, J.J., Windle, M., Goentzel, J.. 2019. "Disaster Supply Chains: From Situational Awareness to Actionable Analysis".

Recherche subventionnée au cours des 7 dernières années

LÉGENDE :

But
C: Contrat de recherche | E: Subvention d'équipement | R : Subvention de recherche | S : Fonds de soutien | P : Subvention pédagogique | O : Autre | U : Inconnu

Genre
C : Conseils subventionnaires | G : Gouvernements | F : Fondations | I : Financement interne UO | O : Autre | U : Inconnu

Rôle
PI = Chercheur(e) principal(e) | Co-I = Co-chercheur(e) | Co-PI = Co-Chercheur(e) principal(e)