Justin J. Boutilier - Publications, H-index & Citations

Justin J. Boutilier

university of toronto

15H指数

70论文数

1.4K被引数

收录论文 20

发表时间

Planning a Community Approach to Diabetes Care in Low-and Middle-Income Countries Using Optimization 利用优化方法规划低收入和中等收入国家糖尿病护理的社区方法

Operations Research

IF2.6

2026-01-01

PREAI

Adams, Katherine B.; Boutilier, Justin J.; Deo, Sarang; Mintz, Yonatan

Policy Optimization for Personalized Interventions in Behavioral Health 个性化行为健康干预的政策优化

M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT

IF4.2

2025-05-01

PREAI

Baek, Jackie; Boutilier, Justin J.; Farias, Vivek F.; Yoeli, Erez

Toward Real-Time Discharge Volume Predictions in Multisite Health Care Systems: Longitudinal Observational Study 多机构医疗系统中实时出院量预测：纵向观察性研究

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2025-04-30

OAAI

Acosta-Perez, Fernando; Boutilier, Justin; Zayas-Caban, Gabriel; Adelaine, Sabrina; Liao, Frank; Patterson, Brian

Cost-effectiveness of drone-delivered automated external defibrillators for cardiac arrest 无人机运送自动体外除颤器用于心脏骤停的成本效益

RESUSCITATION

IF4.6

2025-02-01

PREAI

Maaz, Muhammad; Leung, K. H. Benjamin; Boutilier, Justin J.; Suen, Sze-chuan; Dorian, Paul; Scales, Damon C.; Cheskes, Sheldon; Chan, Timothy C. Y.

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 面向阿尔茨海默病和相关痴呆症患者的家庭和朋友照顾者的CareVirtue数字杂志: 探索性主题建模和用户参与研究

JMIR AGING

IF4.8

2024-12-24

OAAI

Pickett, Andrew C.; Valdez, Danny; White, Lillian A.; Loganathar, Priya; Linden, Anna; Boutilier, Justin J.; Caldwell, Clover; Elliott, Christian; Zuraw, Matthew; Werner, Nicole E.

Can digital adherence technologies reduce inequity in tuberculosis treatment success? Evidence from a randomised controlled trial

BMJ GLOBAL HEALTH

IF6.1

2022-12-01

OAAI

Boutilier, Justin J.; Yoeli, Erez; Rathauser, Jon; Owiti, Philip; Subbaraman, Ramnath; Jonasson, Jonas Oddur

Peripheral inflammatory biomarkers define biotypes of bipolar depression 外周炎症生物标志物定义双相抑郁的生物型

MOLECULAR PSYCHIATRY

IF10.1

2021-03-03

OAAI

Lee, Yena; Mansur, Rodrigo B.; Brietzke, Elisa; Kapogiannis, Dimitrios; Delgado-Peraza, Francheska; Boutilier, Justin J.; Chan, Timothy C. Y.; Carmona, Nicole E.; Rosenblat, Joshua D.; Lee, JungGoo; Maletic, Vladimir; Vinberg, Maj; Suppes, Trisha; Goldstein, Benjamin I.; Ravindran, Arun V.; Taylor, Valerie H.; Chawla, Sahil; Nogueras-Ortiz, Carlos; Cosgrove, Victoria E.; Kramer, Nicole E.; Ho, Roger; Raison, Charles A.; McIntyre, Roger S.

Risk Stratification for Early Detection of Diabetes and Hypertension in Resource-Limited Settings: Machine Learning Analysis

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2021-01-21

OAAI

Boutilier, Justin J.; Chan, Timothy C. Y.; Ranjan, Manish; Deo, Sarang

Out-of-hospital Cardiac Arrest Response Characteristics Moderate the Effect of Response Time on Survival

CIRCULATION

IF38.6

2020-11-17

PREAI

Boutilier, Justin J.; Stoesser, Clara; Sun, Christopher L. F.; Brooks, Steven; Cheskes, Sheldon; Dainty, Katie N.; Feldman, Michael; Ko, Dennis T.; Lin, Steve; Morrison, Laurie; Scales, Damon; Chan, Timothy C. Y.

Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review (vol 241, pg 519, 2018)

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2020-09-01

PREAI

Yena, Lee; Ragguett, Renee-Marie; Mansur, Rodrigo B.; Boutilier, Justin J.; Rosenblat, Joshua D.; Trevizol, Alisson; Brietzke, Elisa; Lin, Kangguang; Pan, Zihang; Subramaniapillai, Mehala; Chan, Timothy C. Y.; Fus, Dominika; Park, Caroline; Musial, Natalie; Zuckerman, Hannah; Chen, Vincent Chin-Hung; Ho, Roger; Rong, Carola; McIntyre, Roger S.

Applications of machine learning algorithms to predict therapeutic outcomes in depression: A meta-analysis and systematic review 机器学习算法在预测抑郁症治疗结果中的应用: 荟萃分析和系统评价

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2018-12-01

192

PREAI

Lee, Yena; Ragguett, Renee-Marie; Mansur, Rodrigo B.; Boutilier, Justin J.; Rosenblat, Joshua D.; Trevizol, Alisson; Brietzke, Elisa; Lin, Kangguang; Pan, Zihang; Subramaniapillai, Mehala; Chan, Timothy C. Y.; Fus, Dominika; Park, Caroline; Musial, Natalie; Zuckerman, Hannah; Chen, Vincent Chin-Hung; Ho, Roger; Rong, Carola; McIntyre, Roger S.

A small number of objective function weight vectors is sufficient for automated treatment planning in prostate cancer

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2018-09-21

PREAI

Goli, Ali; Boutilier, Justin J.; Craig, Tim; Sharpe, Michael B.; Chan, Timothy C. Y.

Inverse optimization of objective function weights for treatment planning using clinical dose-volume histograms

PHYSICS IN MEDICINE AND BIOLOGY

IF3.4

2018-05-10

PREAI

Babier, Aaron; Boutilier, Justin J.; Sharpe, Michael B.; McNiven, Andrea L.; Chan, Timothy C. Y.

Knowledge-based automated planning for oropharyngeal cancer

MEDICAL PHYSICS

IF3.2

2018-05-09

OAAI

Babier, Aaron; Boutilier, Justin J.; McNiven, Andrea L.; Chan, Timothy C. Y.

Optimizing a Drone Network to Deliver Automated External Defibrillators

CIRCULATION

IF38.6

2017-06-20

191

OAAI

Boutilier, Justin J.; Brooks, Steven C.; Janmohamed, Alyf; Byers, Adam; Buick, Jason E.; Zhan, Cathy; Schoellig, Angela P.; Cheskes, Sheldon; Morrison, Laurie J.; Chan, Timothy C. Y.

Prostate Cancer Treatment Planning: Sensitivity and Representative Objective Function Weights

MEDICAL PHYSICS

IF3.2

2016-06-07

PREAI

Goli, A.; Boutilier, J. J.; Craig, T.; Sharpe, M. B.; Chan, T. C. Y.

Comparing Sample Size Requirements for Knowledge-Based Treatment Planning

MEDICAL PHYSICS

IF3.2

2016-06-07

PREAI

Boutilier, J. J.; Babier, A. D. C.; Craig, T.; McNiven, A. L.; Sharpe, M. B.; Chan, T. C. Y.