Articles with public access mandates - Predrag KlasnjaLearn more
Not available anywhere: 3
Descriptive analysis of physical activity conversations on Twitter
L Kendall, A Hartzler, P Klasnja, W Pratt
CHI'11 Extended Abstracts on Human Factors in Computing Systems, 1555-1560, 2011
Mandates: US National Institutes of Health
Virtual AppLication-supported Environment To INcrease Exercise (VALENTINE) during cardiac rehabilitation study: Rationale and design
VS Jeganathan, JR Golbus, K Gupta, E Luff, W Dempsey, T Boyden, ...
American Heart Journal 248, 53-62, 2022
Mandates: American Heart Association
Theory is in the Eye of the Beholder: Exploring Difficulties with Validating Intervention Mechanisms: Theory is in the Eye of the Beholder
S Mishra, S Haldar, A Pollack, P Klasnja, W Pratt
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
Mandates: US Department of Veterans Affairs
Available somewhere: 63
Healthcare in the pocket: mapping the space of mobile-phone health interventions
P Klasnja, W Pratt
Journal of biomedical informatics 45 (1), 184-198, 2012
Mandates: US National Institutes of Health
Microrandomized trials: An experimental design for developing just-in-time adaptive interventions.
P Klasnja, EB Hekler, S Shiffman, A Boruvka, D Almirall, A Tewari, ...
Health Psychology 34 (S), 1220, 2015
Mandates: US National Institutes of Health
From classification to causality: advancing understanding of mechanisms of change in implementation science
CC Lewis, P Klasnja, BJ Powell, AR Lyon, L Tuzzio, S Jones, ...
Frontiers in public health 6, 136, 2018
Mandates: US National Institutes of Health
Digitizing clinical trials
OT Inan, P Tenaerts, SA Prindiville, HR Reynolds, DS Dizon, ...
NPJ digital medicine 3 (1), 101, 2020
Mandates: US National Science Foundation, US National Institutes of Health
Agile science: creating useful products for behavior change in the real world
EB Hekler, P Klasnja, WT Riley, MP Buman, J Huberty, DE Rivera, ...
Translational behavioral medicine 6 (2), 317-328, 2016
Mandates: US National Science Foundation, US National Institutes of Health
Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of HeartSteps
P Klasnja, S Smith, NJ Seewald, A Lee, K Hall, B Luers, EB Hekler, ...
Annals of Behavioral Medicine 53 (6), 573-582, 2019
Mandates: US National Institutes of Health
Personalized heartsteps: A reinforcement learning algorithm for optimizing physical activity
P Liao, K Greenewald, P Klasnja, S Murphy
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
Mandates: US National Institutes of Health
Sample size calculations for micro‐randomized trials in mHealth
P Liao, P Klasnja, A Tewari, SA Murphy
Statistics in medicine 35 (12), 1944-1971, 2016
Mandates: US National Institutes of Health
Why we need a small data paradigm
EB Hekler, P Klasnja, G Chevance, NM Golaszewski, D Lewis, I Sim
BMC medicine 17, 1-9, 2019
Mandates: Robert Wood Johnson Foundation
Blowing in the wind: unanchored patient information work during cancer care
P Klasnja, A Civan Hartzler, KT Unruh, W Pratt
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2010
Mandates: US National Institutes of Health
Tutorial for using control systems engineering to optimize adaptive mobile health interventions
EB Hekler, DE Rivera, CA Martin, SS Phatak, MT Freigoun, E Korinek, ...
Journal of medical Internet research 20 (6), e214, 2018
Mandates: US National Science Foundation
Batch policy learning in average reward markov decision processes
P Liao, Z Qi, R Wan, P Klasnja, SA Murphy
Annals of statistics 50 (6), 3364, 2022
Mandates: US National Institutes of Health
Designing m-Health interventions for precision mental health support
N Bidargaddi, G Schrader, P Klasnja, J Licinio, S Murphy
Translational psychiatry 10 (1), 222, 2020
Mandates: US National Institutes of Health
Probing the benefits of real-time tracking during cancer care
RA Patel, P Klasnja, A Hartzler, KT Unruh, W Pratt
AMIA Annual Symposium Proceedings 2012, 1340, 2012
Mandates: US National Institutes of Health
Action centered contextual bandits
K Greenewald, A Tewari, S Murphy, P Klasnja
Advances in neural information processing systems 30, 2017
Mandates: US National Science Foundation, US National Institutes of Health
Off-policy estimation of long-term average outcomes with applications to mobile health
P Liao, P Klasnja, S Murphy
Journal of the American Statistical Association 116 (533), 382-391, 2021
Mandates: US National Institutes of Health
Estimating time-varying causal excursion effects in mobile health with binary outcomes
T Qian, H Yoo, P Klasnja, D Almirall, SA Murphy
Biometrika 108 (3), 507-527, 2021
Mandates: US National Institutes of Health
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