A Selection of Seminars and Posters since 2010

 

Celine Liang's poster for RLDM 2019: Learning Treatment Policies for Mobile Health Using Randomized Least-Squares Value Iteration

Peng Liao’s poster at ICML 2019 on Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

Peng Liao’s poster at JSM 2019 on Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

Sabina Tompkins’ poster at RL4RL, ICML 2019 on Intelligent Thompson Sampling: Rapid Personalization for Mobile Health

Sabine Tompkins’ poster at ML4h, NeurlPS, 2018: Personalizing Intervention Probabilities By Pooling

Ashley Walton’s poster at MD2K 2018 on The Micro-Randomized Trial for Developing Mobile Health Interventions

Peng Liao’s poster at MD2K 2018 on Real-Time Personalization of Mobile Interventions

Tianchen Qian’s poster at MD2K 2018 on Estimating Time-Varying Causal Effect Moderation for Micro-Randomized Trials with Binary Outcomes + his 2019 talk at Singapore on this topic!

 

 



 

Our Lab's Posters at 2017 MD2K All-Hands Meeting

Mash Rabbi's poster on SARA: An app to increase engagement of substance use data collection among 14-24 year olds(pdf)

Peng Liao's poster on Just-in-Time But Not Too Much: Determining Treatment Timing in mHealth(pdf)

Walter Dempsey's poster on Sample size considerations for the analysis of time-varying causal effects in stratifed micro-randomized trials,

Ashley Walton's poster on Multi-scaled assessment for predicting pain experience in adolescents with Sickle Cell Disease(pdf)

Tainchen Qian's poster on Improving Power in Group Sequential, Randomized Trials by Adjusting for Prognostic Baseline Variables and Short-Term Outcomes(pdf)

Kristjan Greenewald's poster on Online RL in HeartSteps: a Robust Contextual Bandit Approach(pdf)



Our Lab's Posters at 2017 MSSISS

Nick Seewald's poster on Sample Size Considerations for the Analysis of Continuous Repeated-Measures Outcomes in Sequential Multiple-Assignment Randomized Trials(pdf), Won Best Statistics Graduate Student Poster!

Kelly Hall, Tim NeCamp and Shawna Smith's poster on CONSTRUCTION & EVALUATION OF CONTEXTUALLY-TAILORED ACTIVITY SUGGESTIONS: EVIDENCE FROM THE HEARTSTEPS PILOT (pdf)

Kate Li, Mash Rabbi and Kelly Hall's poster on ReVibe: Recalling Everyday Moments with Context(jpg), Won Best Undergraduate Student Poster!

Xiaolei Wang and Shawna Smith's poster on Micro-randomized Trial Protocols for Intervention Components in HeartSteps 2.0(pdf)

Julia Lynn and Tim NeCamp's poster on Method for constructing a confidence interval based on estimating the profile likelihood(pdf)

Xi Chen and Elizabeth Freiheit's poster on Treatment Regimes Involving Patient Choice among Non-engagers in Substance Dependence Outpatient Programs (pdf)

Tahmeed Tureen and Hyesun Yoo's poster on Treatment Effect on Availability in Mobile Health(pdf)

Michael Kovalcik and Team's poster on A Data First Approach to Understanding Market Values(pdf)

Tiantian Ye and Brook Luer's poster on CAUSAL INFERENCE WITH TIME-VARYING TREATMENT IN MOBILE HEALTH(pdf)

Blake Wagner and Mash Rabbi's poster on Engagement Interventions in Mobile Health(pdf)



More Posters

Meredith Philyaw-Kotov and Mashfiqui Rabbi's poster on Feasibility and Acceptability of Using a Mobile Phone App to Assess Substance Use Among Adolescents and Emerging Adults(pdf), presented at Society for Advancement of Violence and Injury Research 2017 conference.

Lucy Xi's poster at the 2012 MSSISS workshop on Assisted Policy Search(pdf)

Daniel J. Lizotte, Michael Bowling, and Susan A. Murphy. Inverse Preference Elicitation for Sequential Decision Making. Invited talk by Daniel Lizotte,INFORMS Healthcare. 19 June 2011 (pdf)

Emmy Lei's poster at the 2011 MSSISS workshop on Sequential Multiple Assignment Randomized Trials (pdf)

Susan Shortreed's poster at the 2010 NIPS workshop on Predictive Models in Personalized Medicine: Overcoming missing data in a SMAR clinical trial of patients with schizophrenia (pdf) handout

Dan Lizotte's poster at the the 2010 Society for Medical Decision Making Meeting “Inverse Preference Elicitation for Dynamic Treatment Regimes” (pdf)

Dan Lizotte's poster at the the 2010 ICML meeting “Efficient RL with Multiple Reward Functions for Randomized Clinical Trial Analysis” (pdf)

Susan A. Murphy,
Harvard University
Science Center 400 Suite
One Oxford Street
Cambridge, MA 02138-2901
Admin:  Jess Jackson (617) 495 5497
email: samurphy@fas.harvard.edu

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