• woman checking fitness and health tracking

ILHBN Publications

Title Authors Project
Learning language and multimodal privacy-preserving markers of mood from mobile data Nick Allen, Randy Auerbach, Liang, P. P., Liu, T., Cai, A., Muszynski, M., Ishii, Brent, D., Salakhutdinov, R., & Morency, L.-P.
Intensive longitudinal assessment of adolescents to predict suicidal thoughts and behaviors Randy Auerbach, Nick Allen, Lan, R., Galfalvy, H., Alqueza, K., Cohn, J. F., Crowley, R., Durham,

K., Joyce, K., Kahn, L. E., Kamath, R., Morrency, L.-P., Porta, G., Srinivasan, A., Zelazny, J., Brent, D. A.
MCMTC: A Pragmatic Framework for Selecting an Experimental Design to Inform the Development of Digital Interventions Inbal "Billie" Nahum-Shani, David Wetter, Dziak, John J.
Adapting just-in-time interventions to vulnerability and receptivity: conceptual and methodological considerations Inbal "Billie" Nahum-Shani, David Wetter, Susan A. Murphy
The Mobile Assistance for regulating smoking (MARS) micro-randomized trial design protocol Inbal "Billie" Nahum-Shani, David Wetter, Potter, Lindsey N., Lam Cho Y., Yap, Jamie, et al.;
GPS2space: An open-source Python library for spatial measure extraction from GPS data Yosef Bodovski, Naomi Friedman, Scott Vrieze, Sy-Miin Chow, Zhou, S., Li, Y., Chi, G. Yin, J., Oravecz, Z.
Bayesian Forecasting with a Regime-Switching Zero-Inflated Multilevel Poisson Regression Model: An Application to Adolescent Alcohol Use with Spatial Covariates Yosef Bodovski, Naomi Friedman, Scott Vrieze, Sy-Miin Chow, Li, Y., Oravecz, Z., Zhou, S., Barnett, I. J., Chi, G., Zhou, Y.
Individual differences in adolescent and young adult daily mobility patterns and their relationships to big five personality traits: A behavioral genetic analysis Naomi Friedman, Scott Vrieze, Alexander, J. D., Zhou, Y., Freis, S. M.
Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation Pedja Klasnja, R. T. Kha, D. E. Rivera, and E. Hekler
BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data Misha Pavel, Pedja Klasnja, Donna Spruijt-Metz, Ben Marlin, Karine Tung, Steven De La Torre, Mohamed El Mistiri, Rebecca Braga De Braganca, Eric Hekler, Daniel Rivera
Advancing Behavioral Intervention and Theory Development for Mobile Health Donna Spruijt-Metz, Ben Marlin, Misha Pavel, Pedja Klasnja, Rivera DE, Hekler E, De La Torre S, El Mistiri M, Golaszweski NM, Li C, Braga De Braganca R, Tung K, Kha R
Fluctuations in behavior and affect in college students measured using deep phenotyping Justin Baker, e. Vidal Bustamante CM; Coombs G, Rahimi-Eichi H, Mair P, Onnela JP, Buckner RL
Computational analysis of spoken language in acute psychosis and mania Justin Baker, Girard J, Vail A, Liebenthal E, Brown K, Kilciksiz CM, Pennant L, Liebson E, Öngür D, Morency LP
DPSleep Justin Baker, Rahimi Eichi H, Coombs 3rd G, Vidal Bustamante CM, Onnela JP, Buckner RL
An ethics checklist for digital health research in psychiatry Justin Baker, Shen FX, Silverman BC, Monette P, Kimble S, Rauch SL
Linguistic and non-linguistic markers of disorganization in psychotic illness Justin Baker, E Liebenthal, M Ennis, H Rahimi-Eichi, E Lin, Y Chung
Ringing the Alarm on Suicide Prevention: A Call to Action Matt Nock, Rebecca G. Fortgang
Increase in Suicidal Thinking During COVID-19 Evan Kleiman, Matt Nock, Fortgang, R. G., Wang, S. B., Millner, A. J., Reid-Russell, A., Beukenhorst, A. L., Kleiman, E. M., Bentley, K. H., Zuromski, K. L., Al-Suwaidi, M., Bird, S. A., Buonopane, R., DeMarco, D., Haim, A., Joyce, V. W., Kastman, E. K., Kilbury, E., Lee, H.-I. S., Mair, P., Nash, C. C., Onnela, J. P., Smoller, J. W.
A Pilot Study Using Frequent Inpatient Assessments of Suicidal Thinking to Predict Short-Term Postdischarge Suicidal Behavior Evan Kleiman, Matt Nock, Wang SB, Coppersmith DDL, Bentley KH, Millner AJ, Fortgang R, Mair P, Dempsey W, Huffman JC,
Current trends and new perspectives in theory, intervention, and implementation Genevieve Dunton, Hohberg, V., Kreppke, J. N., Cody, R., Guthold, R., Woods, C., Brand, R., ... & Nigg, C.
Examining whether physical activity location choices were associated with weekly physical activity maintenance across 13 months of the COVID-19 pandemic in emerging adults Stephen Intille, Genevieve Dunton, Yi, L., Wang, S. D., Chu, D., Ponnada, A.
Contextual Biases in Microinteraction Ecological Momentary Assessment Non-response Genevieve Dunton, Stephen Intille, Ponnada, A., Li, J., Wang, S., Wang, W. L., Do, B.
Intensive longitudinal data collection using microinteraction ecological momentary assessment Genevieve Dunton, Stephen Intille, Ponnada, A., Wang, S., Chu, D., Do, B.
Towards consensus in conceptualizing and operationalizing physical activity maintenance Genevieve Dunton, Stephen Intille, Leventhal, A. M., Rebar, A. L., Gardner, B., & Rothman, A. J.
How intensive longitudinal data can stimulate advances in health behavior maintenance theories and interventions Genevieve Dunton, Stephen Intille, Rothman, A. J., Leventhal, A. M
Protocol for an Intensive Longitudinal Observational Study Stephen Intille, Genevieve Dunton, Wang, S., Ponnada, A., Do, B., Rothman
An Open-source Python Library for Spatial Measure Extraction from GPS Data Yosef Bodovski, Naomi Friedman, Scott Vrieze, Sy-Miin Chow, Zhou, S., Li, Y., Chi, G., Yin, J., Oravecz, Z.
Bayesian Forecasting with a Regime-Switching Zero-Inflated Multilevel Poisson Regression Model Yosef Bodovski, Naomi Friedman, Scott Vrieze, Sy-Miin Chow, Li, Y., Oravecz, Z., *Zhou, S., Barnett, I. J., Chi, G., Zhou, Y
ILHBN Challenges, Opportunities, and Solutions Sy-Miin Chow, Nahum-Shani, I, Baker, J. T, Spruijt-Metz, D, Allen, N. B, Auerbach, R. P., Dunton, G. F., Friedman, N. P., Intille, S., Klasnja, P., Marlin, B., Nock, M. K., Rauch, S. L., Pavel, M., Vrieze, S., Wetter, D.W., Kleiman, E.M., Brick, T.R., Perry, H., Wolff-Hughes, D.L.
A Framework for Selecting an Experimental Design Inbal "Billie" Nahum-Shani, David Wetter, John J. Dziak
Engagement in digital interventions Inbal "Billie" Nahum-Shani, Shaw, Steven D. Carpenter, Stephanie M. Murphy, Susan A. Yoon, Carolyn
Increase in suicidal thinking during COVID-19 Matt Nock, Evan Kleiman, Fortgang, R., Wang, S. B., Millner, A. J., Reid-Russell, et. al.
Ringing the alarm on suicide prevention Matt Nock, Fortgang, R. G.
The Latent Genetic Structure of Impulsivity and Its Relation to Internalizing Psychopathology , Gustavson, Daniel E; Fontanillas, Pierre; Elson, Sarah L; 23andMe Research Team; Palmer, Abraham A; Sanchez-Roige, Sandra
Adolescent Externalizing Psychopathology and Its Prospective Relationship to Marijuana Use Development from Age 14 to 30 Scott Vrieze, Zellers, Stephanie M; Corley, Robin; Thibodeau, Eric; Kirkpatrick, Robert; Elkins, Irene; et al
Socioeconomic Status, Social Context, and Smoking Lapse During a Quit Attempt: David Wetter, Cambron, Christopher; Lam, Cho Y; Cinciripini, Paul; Li, Liang


Socioeconomic Status, Social Context, and Smoking Lapse During a Quit Attempt David Wetter, Cambron, Christopher; Lam, Cho Y; Cinciripini, Paul; Li, Liang
Smoking Cessation Using Wearable Sensors David Wetter, Hernandez, Laura M; Kumar, Santosh; Sutton, Steven K; Vinci, Christine
Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health Pedja Klasnja, Liao, Peng; Murphy, Susan
Intersectionality and Smoking Cessation David Wetter, Potter, Lindsey N; Lam, Cho Y; Cinciripini, Paul M
The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity David Wetter, Kwon, Sunku; Wan, Neng; Burns, Ryan D; Brusseau, Timothy A; Kim, Youngwon; et al
Smoking Cessation Using Wearable Sensors: Protocol for a Microrandomized Trial David Wetter, Hernandez, Laura M; Kumar, Santosh; Sutton, Steven K; Vinci, Christine
A time-varying model of the dynamics of smoking lapse David Wetter, Potter, Lindsey N; Haaland, Benjamin A; Lam, Cho Y; Cambron, Christopher et al
Anhedonia and smoking cessation among Spanish-speaking Mexican-Americans David Wetter, Haslam, Aaron K; Correa-Fernández, Virmarie; Hoover, Diana S; Li, Liang; Lam, Cho
Artificial intelligence decision-making in mobile health Pedja Klasnja, Menictas, Marianne; Rabbi, Mashfiqui; Murphy, Susan
Relational impacts of capitalization in early parenthood Sy-Miin Chow, Le, Yunying; Fredman, Steffany J; Marshall, Amy D; McDaniel, Brandon T; Laurenceau, Jean-Philippe; et al
A Diagnostic Procedure for Detecting Outliers in Linear State-Space Models Sy-Miin Chow, You, Dongjun; Hunter, Michael; Chen, Meng
The impact of researchers choices on the selection of treatment targets using the experience sampling methodology Sy-Miin Chow, Zita Oravecz, Bastiaansen, Jojanneke A; Kunkels, Yoram K; Blaauw, Frank J; Boker, Steven M; et al
Efficient Algorithms towards Network Intervention Sy-Miin Chow, Hung, Hui-Ju; Shen, Chih-Ya; Lee, Wang-Chien; Lei, Zhen; Yang, De-Nian
A Bayesian Vector Autoregressive Model with Nonignorable Missingness in Dependent Variables and Covariates Sy-Miin Chow, Zita Oravecz, Ji, Linying; Chen, Meng; Cummings, E Mark; Lu, Zhao-Hua
Low-Burden Mobile Monitoring, Intervention, and Real-Time Analysis Using the Wear-IT Framework Timothy Brick, Zita Oravecz, Mundie, James; Weaver, Jonathan; Fraleigh, Robert
Heritability of brain resilience to perturbation in humans Naomi Friedman, Menardi, Arianna; Reineberg, Andrew E; Vallesi, Antonino; Banich, Marie T; Santarnecchi, Emiliano
Executive Functions and Impulsivity are Genetically Distinct and Independently Predict Psychopathology Naomi Friedman, Hatoum, Alexander S; Gustavson, Daniel E; Corley, Robin P; Hewitt, John K; Young, Susan E
A prospective study of alcohol involvement and the dual-systems model of adolescent risk-taking Naomi Friedman, Ellingson, Jarrod M; Corley, Robin; Hewitt, John K
Mechanisms linking mindfulness and early smoking abstinence David Wetter, Spears, Claire A; Li, Liang; Wu, Cai; Vinci, Christine; Heppner, Whitney L; et al
Mindfulness-Based Smoking Cessation Enhanced With Mobile Technology (iQuit Mindfully) David Wetter, Spears, Claire Adams; Abroms, Lorien C; Glass, Carol R; Hedeker, Donald; Eriksen, Michael P; et al
Rationale, design and pilot feasibility results of a smartphone-assisted, mindfulness-based intervention for smokers with mood disorders David Wetter, Minami, Haruka; Brinkman, Hannah R; Nahvi, Shadi; Arnsten, Julia H; Rivera-Mindt, Monica; et al
Early effects of the COVID-19 pandemic on physical activity locations and behaviors Genevieve Dunton, Wang, Shirlene D; Do, Bridgette; Courtney, Jimikaye
A Person- and Time-Varying Vector Autoregressive Model Sy-Miin Chow, Chen, Meng; Hammal, Zakia; Messinger, Daniel S; Cohn, Jeffrey F
Affect and Personality Sy-Miin Chow, Park, Jonathan J; Fisher, Zachary F; Molenaar, Peter C M
Exploring Sleep Dynamic of Mother-Infant Dyads Sy-Miin Chow, Ji, Linying; Crosby, Brian; Teti, Douglas M
The Elusive Phenotype of Preadolescent Suicidal Thoughts and Behaviors Randy Auerbach, Chase, Henry W; Brent, David A
Neural Correlates Associated With Suicide and Nonsuicidal Self-injury in Youth Randy Auerbach, Pagliaccio, David; Allison, Grace O; Alqueza, Kira L; Alonso, Maria Fernanda
Neurocognitive Processes Implicated in Adolescent Suicidal Thoughts and Behaviors Randy Auerbach, Stewart, Jeremy G; Polanco-Roman, Lillian; Duarte, Cristiane S
Linear mixed models with endogenous covariates Pedja Klasnja, Qian, Tianchen; Murphy, Susan A
Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science. Inbal "Billie" Nahum-Shani, David Wetter, Carpenter, Stephanie M; Menictas, Marianne; Murphy, Susan A
Minnesota Center for Twin and Family Research. Scott Vrieze, Wilson, Sylia; Haroian, Kevin; Iacono, William G; Krueger, Robert F; Lee, James J; et al
Investigating the causal effect of cannabis use on cognitive function Naomi Friedman, Ross, J Megan; Ellingson, Jarrod M; Rhee, Soo Hyun; Hewitt, John K; et al
The genetic etiology of tobacco and alcohol use Scott Vrieze, Liu, Mengzhen; Jiang, Yu; Wedow, Robbee; Li, Yue; Brazel, David M; et al
Text Messaging to Enhance Mindfulness-Based Smoking Cessation Treatment David Wetter, Spears, Claire A; Bell, Sharrill A; Scarlett, Charlayne A; Anderson, Natalie K; Cottrell-Daniels, Cherell; et al
The use of ambulatory assessment in smoking cessation. David Wetter, Vinci, Christine; Haslam, Aaron; Lam, Cho Y; Kumar, Santosh
Momentary precipitants connecting stress and smoking lapse David Wetter, Cambron, Christopher; Haslam, Aaron K; Baucom, Brian R W; Lam, Cho; Vinci, Christine; et al
Ambulatory Assessment for Physical Activity Research Genevieve Dunton, Reichert, Markus; Giurgiu, Marco; Koch, Elena; Wieland, Lena M; Lautenbach, Sven; et al
Conceptualizing Health Behaviors as Acute Mood-Altering Agents Genevieve Dunton, Kaplan, Jonas T; Monterosso, John; Pang, Raina D; Mason, Tyler B; Kirkpatrick, Matthew G; et al
Early effects of the COVID-19 pandemic on physical activity Genevieve Dunton, Do, Bridgette; Wang, Shirlene D
Practical Guidelines for Fitting Linear and Nonlinear Dynamical Systems Models. Sy-Miin Chow,
dynr.mi: An R Program for Multiple Imputation in Dynamic Modeling. Sy-Miin Chow, Timothy Brick, Zita Oravecz, Li, Yanling; Ji, Linying; Hunter, Michael D
The Differential Time-Varying Effect Model (DTVEM) Sy-Miin Chow, Jacobson, Nicholas C; Newman, Michelle G
Determining sample size and length of follow-up for smartphone-based studies. Justin Baker, Barnett, Ian; Torous, John; Reeder, Harrison T; Onnela, Jukka-Pekka
Case Report of Dual-Site Neurostimulation and Chronic Recording of Cortico-Striatal Circuitry Justin Baker, Olsen, Sarah T; Basu, Ishita; Bilge, Mustafa Taha; Kanabar, Anish; et al
Brain Volume Abnormalities in Youth at High Risk for Depression Randy Auerbach, Pagliaccio, David; Alqueza, Kira L; Marsh, Rachel
Short-term prediction of suicidal thoughts and behaviors in adolescents Nick Allen, Randy Auerbach, Nelson, Benjamin W; Brent, David
Neurocognitive Processes Implicated in Adolescent Suicidal Thoughts and Behaviors Randy Auerbach, Stewart, Jeremy G; Polanco-Roman, Lillian; Duarte, Cristiane S