Fingerprint Fingerprint is based on mining the text of the persons scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Randomized Trial Mathematics
Research Design Medicine & Life Sciences
Telemedicine Medicine & Life Sciences
Reinforcement learning Engineering & Materials Science
Estimator Mathematics
Research Medicine & Life Sciences
Profile Likelihood Mathematics
Randomized Controlled Trials Medicine & Life Sciences

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Grants 1998 2022

Research Output 1988 2018

Standardized Effect Sizes for Preventive Mobile Health Interventions in Micro-randomized Trials

Luers, B., Klasnja, P. & Murphy, S. Jan 9 2018 (Accepted/In press) In : Prevention Science. p. 1-10 10 p.

Research output: Contribution to journalArticle

Telemedicine
Text Messaging
Equipment and Supplies
Secondary Prevention
Sample Size
1 Citations

Center of Excellence for Mobile Sensor Data-to-Knowledge (MD2K)

Kumar, S. , Abowd, G. , Abraham, W. T. , Al'Absi, M. , Chau, D. H. , Ertin, E. , Estrin, D. , Ganesan, D. , Hnat, T. , Hossain, S. M. , Ives, Z. , Kerr, J. , Marlin, B. M. , Murphy, S. , Rehg, J. M. , Nahum-Shani, I. , Shetty, V. , Sim, I. , Spring, B. , Srivastava, M. & 1 others Wetter, D. Jan 1 2017 In : IEEE Pervasive Computing. 16, 2, p. 18-27 10 p., 7891193

Research output: Contribution to journalArticle

Sensors
Biomarkers

Control Engineering Methods for the Design of Robust Behavioral Treatments

Bekiroglu, K., Lagoa, C., Murphy, S. A. & Lanza, S. T. May 1 2017 In : IEEE Transactions on Control Systems Technology. 25, 3, p. 979-990 12 p., 7501575

Research output: Contribution to journalArticle

Robust control
Smoke
Uncertainty
Experiments

Correction to: A multiple imputation strategy for sequential multiple assignment randomized trials (Statistics in Medicine, (2014), 33, 24, (4202-4214), 10.1002/sim.6223)

Shortreed, S. M., Laber, E., Scott Stroup, T., Pineau, J. & Murphy, S. A. Oct 15 2017 In : Statistics in Medicine. 36, 23, 1 p.

Research output: Contribution to journalComment/debate

Randomized Trial
Multiple Imputation
Medicine
Assignment
Statistics

Ewrapper: Operationalizing engagement strategies in mHealth

Wagner, B., Liu, E., Shaw, S. D., Iakovlev, G., Zhou, L., Harrington, C., Abowd, G., Yoon, C., Kumar, S., Murphy, S., Spring, B. & Nahum-Shani, I. Sep 11 2017 UbiComp/ISWC 2017 - Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers. Association for Computing Machinery, Inc, p. 790-799 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mobile devices
Display devices
Health
mHealth