| 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. |
MAPS: Mobile Assessment for the Prediction of Suicide |
| 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. |
MAPS: Mobile Assessment for the Prediction of Suicide |
| 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. |
MARS: Mobile Application for Regulating Smoking |
| Adapting just-in-time interventions to vulnerability and receptivity: conceptual and methodological considerations |
Inbal "Billie" Nahum-Shani, David Wetter, Susan A. Murphy |
MARS: Mobile Application for Regulating Smoking |
| 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.; |
MARS: Mobile Application for Regulating Smoking |
| 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. |
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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. |
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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. |
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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 |
DMB: Dynamic Models of Behavior |
| 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 |
DMB: Dynamic Models of Behavior |
| 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 |
DMB: Dynamic Models of Behavior |
| 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 |
BLS: Bi-polar Longitudinal Study |
| 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 |
BLS: Bi-polar Longitudinal Study |
| DPSleep |
Justin Baker, Rahimi Eichi H, Coombs 3rd G, Vidal Bustamante CM, Onnela JP, Buckner RL |
BLS: Bi-polar Longitudinal Study |
| An ethics checklist for digital health research in psychiatry |
Justin Baker, Shen FX, Silverman BC, Monette P, Kimble S, Rauch SL |
BLS: Bi-polar Longitudinal Study |
| Linguistic and non-linguistic markers of disorganization in psychotic illness |
Justin Baker, E Liebenthal, M Ennis, H Rahimi-Eichi, E Lin, Y Chung |
BLS: Bi-polar Longitudinal Study |
| Ringing the Alarm on Suicide Prevention: A Call to Action |
Matt Nock, Rebecca G. Fortgang |
SMART: Sensing and Mobile Assessment in Real Time |
| 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. |
SMART: Sensing and Mobile Assessment in Real Time |
| 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, |
SMART: Sensing and Mobile Assessment in Real Time |
| 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. |
TIME: Temporal Influences of Movement and Exercise |
| 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. |
TIME: Temporal Influences of Movement and Exercise |
| Contextual Biases in Microinteraction Ecological Momentary Assessment Non-response |
Genevieve Dunton, Stephen Intille, Ponnada, A., Li, J., Wang, S., Wang, W. L., Do, B. |
TIME: Temporal Influences of Movement and Exercise |
| Intensive longitudinal data collection using microinteraction ecological momentary assessment |
Genevieve Dunton, Stephen Intille, Ponnada, A., Wang, S., Chu, D., Do, B. |
TIME: Temporal Influences of Movement and Exercise |
| Towards consensus in conceptualizing and operationalizing physical activity maintenance |
Genevieve Dunton, Stephen Intille, Leventhal, A. M., Rebar, A. L., Gardner, B., & Rothman, A. J. |
TIME: Temporal Influences of Movement and Exercise |
| How intensive longitudinal data can stimulate advances in health behavior maintenance theories and interventions |
Genevieve Dunton, Stephen Intille, Rothman, A. J., Leventhal, A. M |
TIME: Temporal Influences of Movement and Exercise |
| Protocol for an Intensive Longitudinal Observational Study |
Stephen Intille, Genevieve Dunton, Wang, S., Ponnada, A., Do, B., Rothman |
TIME: Temporal Influences of Movement and Exercise |
| 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. |
Research Coordinating Center (RCC) |
| 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 |
Research Coordinating Center (RCC) |
| 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. |
Research Coordinating Center (RCC) |
| A Framework for Selecting an Experimental Design |
Inbal "Billie" Nahum-Shani, David Wetter, John J. Dziak |
MARS: Mobile Application for Regulating Smoking |
| Engagement in digital interventions |
Inbal "Billie" Nahum-Shani, Shaw, Steven D. Carpenter, Stephanie M. Murphy, Susan A. Yoon, Carolyn |
MARS: Mobile Application for Regulating Smoking |
| Increase in suicidal thinking during COVID-19 |
Matt Nock, Evan Kleiman, Fortgang, R., Wang, S. B., Millner, A. J., Reid-Russell, et. al. |
SMART: Sensing and Mobile Assessment in Real Time |
| Ringing the alarm on suicide prevention |
Matt Nock, Fortgang, R. G. |
SMART: Sensing and Mobile Assessment in Real Time |
| 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
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| Socioeconomic Status, Social Context, and Smoking Lapse During a Quit Attempt: |
David Wetter, Cambron, Christopher; Lam, Cho Y; Cinciripini, Paul; Li, Liang
|
MARS: Mobile Application for Regulating Smoking |
| Socioeconomic Status, Social Context, and Smoking Lapse During a Quit Attempt |
David Wetter, Cambron, Christopher; Lam, Cho Y; Cinciripini, Paul; Li, Liang
|
MARS: Mobile Application for Regulating Smoking |
| Smoking Cessation Using Wearable Sensors |
David Wetter, Hernandez, Laura M; Kumar, Santosh; Sutton, Steven K; Vinci, Christine
|
MARS: Mobile Application for Regulating Smoking |
| Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health |
Pedja Klasnja, Liao, Peng; Murphy, Susan
|
MARS: Mobile Application for Regulating Smoking |
| Intersectionality and Smoking Cessation |
David Wetter, Potter, Lindsey N; Lam, Cho Y; Cinciripini, Paul M
|
MARS: Mobile Application for Regulating Smoking |
| 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
|
MARS: Mobile Application for Regulating Smoking |
| Smoking Cessation Using Wearable Sensors: Protocol for a Microrandomized Trial |
David Wetter, Hernandez, Laura M; Kumar, Santosh; Sutton, Steven K; Vinci, Christine
|
MARS: Mobile Application for Regulating Smoking |
| 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
|
MARS: Mobile Application for Regulating Smoking |
| Anhedonia and smoking cessation among Spanish-speaking Mexican-Americans |
David Wetter, Haslam, Aaron K; Correa-Fernández, Virmarie; Hoover, Diana S; Li, Liang; Lam, Cho
|
MARS: Mobile Application for Regulating Smoking |
| Artificial intelligence decision-making in mobile health |
Pedja Klasnja, Menictas, Marianne; Rabbi, Mashfiqui; Murphy, Susan
|
MARS: Mobile Application for Regulating Smoking |
| 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
|
Research Coordinating Center (RCC) |
| A Diagnostic Procedure for Detecting Outliers in Linear State-Space Models |
Sy-Miin Chow, You, Dongjun; Hunter, Michael; Chen, Meng
|
Research Coordinating Center (RCC) |
| 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
|
Research Coordinating Center (RCC) |
| Efficient Algorithms towards Network Intervention |
Sy-Miin Chow, Hung, Hui-Ju; Shen, Chih-Ya; Lee, Wang-Chien; Lei, Zhen; Yang, De-Nian
|
Research Coordinating Center (RCC) |
| 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
|
Research Coordinating Center (RCC) |
| Low-Burden Mobile Monitoring, Intervention, and Real-Time Analysis Using the Wear-IT Framework |
Timothy Brick, Zita Oravecz, Mundie, James; Weaver, Jonathan; Fraleigh, Robert
|
Research Coordinating Center (RCC) |
| Heritability of brain resilience to perturbation in humans |
Naomi Friedman, Menardi, Arianna; Reineberg, Andrew E; Vallesi, Antonino; Banich, Marie T; Santarnecchi, Emiliano
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| Mechanisms linking mindfulness and early smoking abstinence |
David Wetter, Spears, Claire A; Li, Liang; Wu, Cai; Vinci, Christine; Heppner, Whitney L; et al
|
MARS: Mobile Application for Regulating Smoking |
| 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
|
MARS: Mobile Application for Regulating Smoking |
| 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
|
MARS: Mobile Application for Regulating Smoking |
| Early effects of the COVID-19 pandemic on physical activity locations and behaviors |
Genevieve Dunton, Wang, Shirlene D; Do, Bridgette; Courtney, Jimikaye
|
TIME: Temporal Influences of Movement and Exercise |
| A Person- and Time-Varying Vector Autoregressive Model |
Sy-Miin Chow, Chen, Meng; Hammal, Zakia; Messinger, Daniel S; Cohn, Jeffrey F
|
Research Coordinating Center (RCC) |
| Affect and Personality |
Sy-Miin Chow, Park, Jonathan J; Fisher, Zachary F; Molenaar, Peter C M
|
Research Coordinating Center (RCC) |
| Exploring Sleep Dynamic of Mother-Infant Dyads |
Sy-Miin Chow, Ji, Linying; Crosby, Brian; Teti, Douglas M
|
Research Coordinating Center (RCC) |
| The Elusive Phenotype of Preadolescent Suicidal Thoughts and Behaviors |
Randy Auerbach, Chase, Henry W; Brent, David A
|
MAPS: Mobile Assessment for the Prediction of Suicide |
| Neural Correlates Associated With Suicide and Nonsuicidal Self-injury in Youth |
Randy Auerbach, Pagliaccio, David; Allison, Grace O; Alqueza, Kira L; Alonso, Maria Fernanda
|
MAPS: Mobile Assessment for the Prediction of Suicide |
| Neurocognitive Processes Implicated in Adolescent Suicidal Thoughts and Behaviors |
Randy Auerbach, Stewart, Jeremy G; Polanco-Roman, Lillian; Duarte, Cristiane S
|
MAPS: Mobile Assessment for the Prediction of Suicide |
| Linear mixed models with endogenous covariates |
Pedja Klasnja, Qian, Tianchen; Murphy, Susan A
|
MARS: Mobile Application for Regulating Smoking |
| 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 |
MARS: Mobile Application for Regulating Smoking |
| Minnesota Center for Twin and Family Research. |
Scott Vrieze, Wilson, Sylia; Haroian, Kevin; Iacono, William G; Krueger, Robert F; Lee, James J; et al |
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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
|
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| The genetic etiology of tobacco and alcohol use |
Scott Vrieze, Liu, Mengzhen; Jiang, Yu; Wedow, Robbee; Li, Yue; Brazel, David M; et al |
Co Twins: A Twin Study of Adolescent Alcohol and Drug Use Development Leveraging Intensive Longitudinal Assessments |
| 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 |
MARS: Mobile Application for Regulating Smoking |
| The use of ambulatory assessment in smoking cessation. |
David Wetter, Vinci, Christine; Haslam, Aaron; Lam, Cho Y; Kumar, Santosh
|
MARS: Mobile Application for Regulating Smoking |
| Momentary precipitants connecting stress and smoking lapse |
David Wetter, Cambron, Christopher; Haslam, Aaron K; Baucom, Brian R W; Lam, Cho; Vinci, Christine; et al
|
MARS: Mobile Application for Regulating Smoking |
| Ambulatory Assessment for Physical Activity Research |
Genevieve Dunton, Reichert, Markus; Giurgiu, Marco; Koch, Elena; Wieland, Lena M; Lautenbach, Sven; et al
|
TIME: Temporal Influences of Movement and Exercise |
| 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
|
TIME: Temporal Influences of Movement and Exercise |
| Early effects of the COVID-19 pandemic on physical activity |
Genevieve Dunton, Do, Bridgette; Wang, Shirlene D
|
TIME: Temporal Influences of Movement and Exercise |
| Practical Guidelines for Fitting Linear and Nonlinear Dynamical Systems Models. |
Sy-Miin Chow,
|
Research Coordinating Center (RCC) |
| 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
|
Research Coordinating Center (RCC) |
| The Differential Time-Varying Effect Model (DTVEM) |
Sy-Miin Chow, Jacobson, Nicholas C; Newman, Michelle G
|
Research Coordinating Center (RCC) |
| Determining sample size and length of follow-up for smartphone-based studies. |
Justin Baker, Barnett, Ian; Torous, John; Reeder, Harrison T; Onnela, Jukka-Pekka
|
BLS: Bi-polar Longitudinal Study |
| 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 |
BLS: Bi-polar Longitudinal Study |
| Brain Volume Abnormalities in Youth at High Risk for Depression |
Randy Auerbach, Pagliaccio, David; Alqueza, Kira L; Marsh, Rachel |
MAPS: Mobile Assessment for the Prediction of Suicide |
| Short-term prediction of suicidal thoughts and behaviors in adolescents |
Nick Allen, Randy Auerbach, Nelson, Benjamin W; Brent, David
|
MAPS: Mobile Assessment for the Prediction of Suicide |
| Neurocognitive Processes Implicated in Adolescent Suicidal Thoughts and Behaviors |
Randy Auerbach, Stewart, Jeremy G; Polanco-Roman, Lillian; Duarte, Cristiane S |
MAPS: Mobile Assessment for the Prediction of Suicide |
