S. Murphy

Most-cited papers

The Prevention and Treatment of Missing Data in Clinical Trials
R. Little, R. D'Agostino, Michael L Cohen, K. Dickersin +12 more
2012New England Journal of Medicine1,865 citations Open access
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Mobile Health Technology Evaluation
Santosh Kumar, W. Nilsen, A. Abernethy, Audie A. Atienza +15 more
2013American Journal of Preventive Medicine889 citations Open access
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Introduction to SMART designs for the development of adaptive interventions: with application to weight loss research
D. Almirall, I. Nahum-Shani, N. Sherwood, S. Murphy
2014Translational Behavioral Medicine414 citations Open access
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Communication Interventions for Minimally Verbal Children With Autism: Sequential Multiple Assignment Randomized Trial
C. Kasari, A. Kaiser, K. Goods, Jennifer P. Nietfeld +4 more
2014Journal of the American Academy of Child and Adolescent Psychiatry405 citations Open access
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Experimental Design and Primary Data Analysis Methods for Comparing Adaptive Interventions
I. Nahum-Shani, Min Qian, D. Almirall, W. Pelham +5 more
2012Psychological methods281 citations Open access
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Treatment Sequencing for Childhood ADHD: A Multiple-Randomization Study of Adaptive Medication and Behavioral Interventions
W. Pelham, G. Fabiano, James G. Waxmonsky, Andrew R. Greiner +10 more
2016Journal of Clinical Child & Adolescent Psychology235 citations Open access
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From Ads to Interventions: Contextual Bandits in Mobile Health
Ambuj Tewari, S. Murphy
2017Mobile Health - Sensors, Analytic Methods, and Applications227 citations
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Designing a Pilot Sequential Multiple Assignment Randomized Trial for Developing an Adaptive Treatment Strategy
D. Almirall, Scott N. Compton, Meredith Gunlicks-Stoessel, Nai-Hua Duan +1 more
2012Statistics in Medicine224 citations Open access
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Dynamic treatment regimes: technical challenges and applications
Eric B. Laber, D. Lizotte, Min Qian, W. Pelham +1 more
2014Electronic Journal of Statistics196 citations Open access
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Assessing Time-Varying Causal Effect Moderation in Mobile Health
A. Boruvka, D. Almirall, K. Witkiewitz, S. Murphy
2016Journal of the American Statistical Association178 citations Open access
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Q-Learning: A Data Analysis Method for Constructing Adaptive Interventions
I. Nahum-Shani, Min Qian, D. Almirall, W. Pelham +5 more
2012Psychological methods170 citations Open access
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Protocol: Adaptive Implementation of Effective Programs Trial (ADEPT): cluster randomized SMART trial comparing a standard versus enhanced implementation strategy to improve outcomes of a mood disorders program
A. Kilbourne, D. Almirall, D. Eisenberg, J. Waxmonsky +10 more
2014Implementation Science111 citations Open access
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Linear Fitted-Q Iteration with Multiple Reward Functions
D. Lizotte, Michael Bowling, S. Murphy
2012Journal of machine learning research101 citations
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Batch Mode Reinforcement Learning based on the Synthesis of Artificial Trajectories
Raphaël Fonteneau, S. Murphy, L. Wehenkel, D. Ernst
2012Annals of Operations Research82 citations Open access
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A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression
Meredith Gunlicks-Stoessel, L. Mufson, A. Westervelt, D. Almirall +1 more
2015Journal of Clinical Child & Adolescent Psychology71 citations Open access
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Dynamic Treatment Regimes
Bibhas Chakraborty, S. Murphy
2014Annual Review of Statistics and Its Application69 citations Open access
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Hepatic Encephalopathy Impacts the Predictive Value of the Fried Frailty Index
E. Tapper, Monica A. Konerman, S. Murphy, C. Sonnenday
2018American Journal of Transplantation63 citations Open access
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Center of excellence for mobile sensor data-to-knowledge (MD2K)
Santosh Kumar, G. Abowd, W. Abraham, M. al'Absi +20 more
2015J. Am. Medical Informatics Assoc.60 citations Open access
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Education and training of clinical and translational study investigators and research coordinators: A competency-based approach
Nancy A. Calvin-Naylor, C. Jones, Michelle M. Wartak, Karen M. Blackwell +19 more
2017Journal of Clinical and Translational Science56 citations Open access
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SARA: A Mobile App to Engage Users in Health Data Collection
Mashfiqui Rabbi, Meredith L. Philyaw-Kotov, Jinseok Lee, Anthony Mansour +8 more
2017UbiComp/ISWC Adjunct42 citations Open access
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A multiple imputation strategy for sequential multiple assignment randomized trials.
Susan M. Shortreed, Eric B. Laber, T. Scott Stroup, Joelle Pineau +1 more
2017Statistics in Medicine32 citations Open access
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From Markers to Interventions: The Case of Just-in-Time Stress Intervention
H. Sarker, Karen Hovsepian, Soujanya Chatterjee, I. Nahum-Shani +6 more
2017Mobile Health - Sensors, Analytic Methods, and Applications32 citations
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Designing Adaptive Intensive Interventions Using Methods from Engineering
C. Lagoa, Korkut Bekiroglu, Stephanie T. Lanza, S. Murphy
2014Journal of Consulting and Clinical Psychology31 citations Open access
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A multiple imputation strategy for sequential multiple assignment randomized trials
Susan M. Shortreed, Eric B. Laber, T. Scott Stroup, Joelle Pineau +1 more
2014Statistics in Medicine29 citations Open access
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Psychopharmacological treatment for military posttraumatic stress disorder: An integrative review
Jennifer Tawa, S. Murphy
2013Journal of the American Association of Nurse Practitioners28 citations
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SMARTer Discontinuation Trial Designs for Developing an Adaptive Treatment Strategy
D. Almirall, S. Compton, M. Rynn, J. Walkup +1 more
2012Journal of child and adolescent psychopharmacology28 citations Open access
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Benchmarking participation of Canadian university health sciences librarians in systematic reviews.
S. Murphy, C. Boden
2015Journal of the Medical Library Association27 citations Open access
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Enhancing Clinical Research Professionals’ Training and Qualifications (ECRPTQ): Recommendations for Good Clinical Practice (GCP) training for investigators and study coordinators
T. Shanley, Nancy A. Calvin-Naylor, Ruthvick Divecha, Michelle M. Wartak +18 more
2017Journal of Clinical and Translational Science25 citations Open access
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It's Not Just a Needlestick: Exploring Phlebotomists' Knowledge, Training, and Use of Comfort Measures in Pediatric Care to Improve the Patient Experience.
J. Piazza, S. Merkel, Harry Neusius, S. Murphy +3 more
2019The Journal of Applied Laboratory Medicine23 citations Open access
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Subgroups Analysis when Treatment and Moderators are Time-varying
D. Almirall, D. McCaffrey, R. Ramchand, S. Murphy
2013Prevention Science23 citations Open access
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Mobile Health: Sensors, Analytic Methods, and Applications
James M. Rehg, S. Murphy, Santosh Kumar
201722 citations
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iSurvive: An Interpretable, Event-time Prediction Model for mHealth
W. Dempsey, Alexander Moreno, Christy K. Scott, Michael L. Dennis +3 more
2017International Conference on Machine Learning20 citations
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Time-varying effect moderation using the structural nested mean model: estimation using inverse-weighted regression with residuals
D. Almirall, B. Griffin, Daniel F. McCaffrey, R. Ramchand +2 more
2013Statistics in Medicine20 citations Open access
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ewrapper: Operationalizing engagement strategies in mHealth
Blake Wagner, E. Liu, Steven D. Shaw, Gleb Iakovlev +8 more
2017UbiComp/ISWC Adjunct19 citations Open access
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SMART Design Issues and the Consideration of Opposing Outcomes
D. Almirall, D. Lizotte, S. Murphy
2012Journal of the American Statistical Association16 citations Open access
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Conducting Successful Virtual Meetings While Managing COVID Fatigue.
Edward L. Baker, S. Murphy
2021Journal of Public Health Management and Practice15 citations Open access
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Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K)
Santosh Kumar, G. Abowd, W. Abraham, M. al'Absi +17 more
2017IEEE pervasive computing14 citations Open access
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Aging, Fatigue, and Fatigability: Implications for Occupational and Physical Therapists
S. Murphy, Stacey L. Schepens Niemiec
2014Current Geriatrics Reports13 citations
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Rejoinder of “Dynamic treatment regimes: Technical challenges and applications”
Eric B. Laber, D. Lizotte, Min Qian, W. Pelham +1 more
2014Electronic Journal of Statistics11 citations Open access
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Budgeted Learning for Developing Personalized Treatment
Kun Deng, R. Greiner, S. Murphy
2014International Conference on Machine Learning and Applications7 citations
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Just-in-time adaptive interventions
S. Murphy
20147 citations
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Building a Coaching Culture-The Roles of Coaches, Mentors, and Sponsors.
Edward L. Baker, Helena Hengelbrok, S. Murphy, Roderick W. Gilkey
2021Journal of Public Health Management and Practice6 citations Open access
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A robust MPC approach to the design of behavioural treatments
Korkut Bekiroglu, C. Lagoa, S. Murphy, Stephanie T. Lanza
2013IEEE Conference on Decision and Control6 citations Open access
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Delegation: A Core Leadership Skill.
Edward L. Baker, S. Murphy
2022Journal of Public Health Management and Practice5 citations Open access
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Exploring innovative methods to evaluate the efficacy and safety of mobile health
Santosh Kumar, W. Nilsen, A. Abernethy, Audie A. Atienza +15 more
20135 citations
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SAS PROC QLEARN Users’ Guide (Version 1.0)
Ashkan Ertefaie, D. Almirall, Li-Ying Huang, J. Dziak +2 more
20124 citations
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Utilizing an Informatics Engagement Strategy as an Approach to Sustain and Retain the Nursing Workforce.
G. Strudwick, T. Tajirian, Jessica Kemp, Noelle Coombe +6 more
2023Nursing Leadership3 citations
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An Exploration of Partnerships Between Disability Service Units and Academic Libraries
S. Murphy, Dale Amerud, Chloe S. Corcoran
20193 citations
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Comparing Treatment Policies with Assistance from the Structural Nested Mean Model
Xi Lu, Kevin G. Lynch, David W. Oslin, S. Murphy
2015Biometrics3 citations Open access
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qlaci R package for using q-learning to construct adaptive interventions using data from a SMART (Version 1.0)
Ashkan Ertefaie, Kun Deng, Aaron T. Wagner, S. Murphy
20143 citations
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