Sample size calculations for micro-randomized trials in mHealth
Liao, Peng, Klasnja, Predrag, Tewari, Ambuj, Murphy, Susan A.
Published in Statistics in medicine (30.05.2016)
Published in Statistics in medicine (30.05.2016)
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Journal Article
Dynamic Treatment Regimes
Chakraborty, Bibhas, Murphy, Susan A
Published in Annual review of statistics and its application (01.01.2014)
Published in Annual review of statistics and its application (01.01.2014)
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Journal Article
From hype to reality: data science enabling personalized medicine
Fröhlich, Holger, Balling, Rudi, Beerenwinkel, Niko, Kohlbacher, Oliver, Kumar, Santosh, Lengauer, Thomas, Maathuis, Marloes H, Moreau, Yves, Murphy, Susan A, Przytycka, Teresa M, Rebhan, Michael, Röst, Hannes, Schuppert, Andreas, Schwab, Matthias, Spang, Rainer, Stekhoven, Daniel, Sun, Jimeng, Weber, Andreas, Ziemek, Daniel, Zupan, Blaz
Published in BMC medicine (27.08.2018)
Published in BMC medicine (27.08.2018)
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Journal Article
Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps
Klasnja, Predrag, Smith, Shawna, Seewald, Nicholas J, Lee, Andy, Hall, Kelly, Luers, Brook, Hekler, Eric B, Murphy, Susan A
Published in Annals of behavioral medicine (03.05.2019)
Published in Annals of behavioral medicine (03.05.2019)
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Journal Article
The Prevention and Treatment of Missing Data in Clinical Trials
Little, Roderick J, D'Agostino, Ralph, Cohen, Michael L, Dickersin, Kay, Emerson, Scott S, Farrar, John T, Frangakis, Constantine, Hogan, Joseph W, Molenberghs, Geert, Murphy, Susan A, Neaton, James D, Rotnitzky, Andrea, Scharfstein, Daniel, Shih, Weichung J, Siegel, Jay P, Stern, Hal
Published in The New England journal of medicine (04.10.2012)
Published in The New England journal of medicine (04.10.2012)
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Journal Article
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines
Trella, Anna L, Zhang, Kelly W, Nahum-Shani, Inbal, Shetty, Vivek, Doshi-Velez, Finale, Murphy, Susan A
Published in Algorithms (01.08.2022)
Published in Algorithms (01.08.2022)
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Journal Article
Developing Message Strategies to Engage Racial and Ethnic Minority Groups in Digital Oral Self-Care Interventions: Participatory Co-Design Approach
Carpenter, Stephanie M, Greer, Zara M, Newman, Rebecca, Murphy, Susan A, Shetty, Vivek, Nahum-Shani, Inbal
Published in JMIR formative research (11.12.2023)
Published in JMIR formative research (11.12.2023)
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Journal Article
Assessing Time-Varying Causal Effect Moderation in Mobile Health
Boruvka, Audrey, Almirall, Daniel, Witkiewitz, Katie, Murphy, Susan A.
Published in Journal of the American Statistical Association (03.07.2018)
Published in Journal of the American Statistical Association (03.07.2018)
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Journal Article
Cost and Effort Considerations for the Development of Intervention Studies Using Mobile Health Platforms: Pragmatic Case Study
Thorpe, Dan, Fouyaxis, John, Lipschitz, Jessica M, Nielson, Amy, Li, Wenhao, Murphy, Susan A, Bidargaddi, Niranjan
Published in JMIR formative research (31.03.2022)
Published in JMIR formative research (31.03.2022)
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Journal Article
Just-in-Time Adaptive Interventions (JITAIs) in Mobile Health: Key Components and Design Principles for Ongoing Health Behavior Support
Nahum-Shani, Inbal, Smith, Shawna N, Spring, Bonnie J, Collins, Linda M, Witkiewitz, Katie, Tewari, Ambuj, Murphy, Susan A
Published in Annals of behavioral medicine (18.05.2018)
Published in Annals of behavioral medicine (18.05.2018)
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Journal Article
BATCH POLICY LEARNING IN AVERAGE REWARD MARKOV DECISION PROCESSES
Liao, Peng, Qi, Zhengling, Wan, Runzhe, Klasnja, Predrag, Murphy, Susan A
Published in The Annals of statistics (01.12.2022)
Published in The Annals of statistics (01.12.2022)
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Journal Article
Engagement in digital interventions
Nahum-Shani, Inbal, Shaw, Steven D, Carpenter, Stephanie M, Murphy, Susan A, Yoon, Carolyn
Published in The American psychologist (01.10.2022)
Published in The American psychologist (01.10.2022)
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Journal Article
The multiphase optimization strategy (MOST) and the sequential multiple assignment randomized trial (SMART): new methods for more potent eHealth interventions
Collins, Linda M, Murphy, Susan A, Strecher, Victor
Published in American journal of preventive medicine (01.05.2007)
Published in American journal of preventive medicine (01.05.2007)
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Journal Article
Understanding Adolescent and Young Adult 6-Mercaptopurine Adherence and mHealth Engagement During Cancer Treatment: Protocol for Ecological Momentary Assessment
Psihogios, Alexandra M, Rabbi, Mashfiqui, Ahmed, Annisa, McKelvey, Elise R, Li, Yimei, Laurenceau, Jean-Philippe, Hunger, Stephen P, Fleisher, Linda, Pai, Ahna Lh, Schwartz, Lisa A, Murphy, Susan A, Barakat, Lamia P
Published in JMIR research protocols (22.10.2021)
Published in JMIR research protocols (22.10.2021)
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