Predrag Klasnja

Affiliations

Kaiser Permanente Washington Health Research Institute, Minor Ave, Suite, Seattle, WA, USA.
School of Information, University of Michigan, Ann Arbor, MI, USA.

Publications (55)

Efficacy of Contextually Tailored Suggestions for Physical Activity: A Micro-randomized Optimization Trial of HeartSteps.

Annals of behavioral medicine : a publication of the Society of Behavioral Medicine

Avec: Predrag Klasnja , Shawna Smith , Nicholas J Seewald , Andy Lee , Kelly Hall , Brook Luers , Eric B Hekler , Susan A Murphy

Clinic, Home, and Kiosk Blood Pressure Measurements for Diagnosing Hypertension: a Randomized Diagnostic Study.

Journal of general internal medicine

Avec: Beverly B Green , Melissa L Anderson , Andrea J Cook , Kelly Ehrlich , Yoshio N Hall , Clarissa Hsu , Dwayne Joseph , Predrag Klasnja , Karen L Margolis , Jennifer B McClure , Sean A Munson , Mathew J Thompson

Enhanced Social Cognitive Theory Dynamic Modeling and Simulation Towards Improving the Estimation of "Just-In-Time" States.

Proceedings of the ... American Control Conference. American Control Conference

Avec: Mohamed El Mistiri , Daniel E Rivera , Predrag Klasnja , Junghwan Park , Eric Hekler

Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study.

JMIR mHealth and uHealth

Avec: Jennifer B McClure , Jaimee L Heffner , Chloe Krakauer , Sophia Mun , Predrag Klasnja , Sheryl L Catz

Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions.

Proceedings of machine learning research

Avec: Karine Karine , Predrag Klasnja , Susan A Murphy , Benjamin M Marlin

A Text Messaging Intervention for Priming the Affective Rewards of Exercise in Adults: Protocol for a Microrandomized Trial.

JMIR research protocols

Avec: Sonali R Mishra , Walter Dempsey , Predrag Klasnja

Translating strategies for promoting engagement in mobile health: A proof-of-concept microrandomized trial.

Health psychology : official journal of the Division of Health Psychology, American Psychological Association

Avec: Inbal Nahum-Shani , Mashfiqui Rabbi , Jamie Yap , Meredith L Philyaw-Kotov , Predrag Klasnja , Erin E Bonar , Rebecca M Cunningham , Susan A Murphy , Maureen A Walton

Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study.

JMIR mHealth and uHealth

Avec: Lara N Coughlin , Inbal Nahum-Shani , Meredith L Philyaw-Kotov , Erin E Bonar , Mashfiqui Rabbi , Predrag Klasnja , Susan Murphy , Maureen A Walton

Goal setting and achievement for walking: A series of N-of-1 digital interventions.

Health psychology : official journal of the Division of Health Psychology, American Psychological Association

Avec: Guillaume Chevance , Dario Baretta , Natalie Golaszewski , Michelle Takemoto , Sama Shrestha , Sonia Jain , Daniel E Rivera , Predrag Klasnja , Eric Hekler

Model Predictive Control Strategies for Optimized mHealth Interventions for Physical Activity.

Proceedings of the ... American Control Conference. American Control Conference

Avec: Mohamed El Mistiri , Daniel E Rivera , Predrag Klasnja , Junghwan Park , Eric Hekler

The ILHBN: challenges, opportunities, and solutions from harmonizing data under heterogeneous study designs, target populations, and measurement protocols.

Translational behavioral medicine

Avec: Sy-Miin Chow , Inbal Nahum-Shani , Justin T Baker , Donna Spruijt-Metz , Nicholas B Allen , Randy P Auerbach , Genevieve F Dunton , Naomi P Friedman , Stephen S Intille , Predrag Klasnja , Benjamin Marlin , Matthew K Nock , Scott L Rauch , Misha Pavel , Scott Vrieze , David W Wetter , Evan M Kleiman , Timothy R Brick , Heather Perry , Dana L Wolff-Hughes , Auteur inconnu

Enhancing Nonverbal Communication Through Virtual Human Technology: Protocol for a Mixed Methods Study.

JMIR research protocols

Avec: Analay Perez , Michael D Fetters , John W Creswell , Mark Scerbo , Frederick W Kron , Richard Gonzalez , Lawrence An , Masahito Jimbo , Predrag Klasnja , Timothy C Guetterman

Changing hearts and minds: theorizing how, when, and under what conditions three social influence implementation strategies work.

Frontiers in health services

Avec: Bryan J Weiner , Rosemary D Meza , Predrag Klasnja , Rebecca Lengnick-Hall , Gretchen J Buchanan , Aaron R Lyon , Kayne D Mettert , Marcella H Boynton , Byron J Powell , Cara C Lewis

Artificial intelligence decision-making in mobile health.

The biochemist

Avec: Marianne Menictas , Mashfiqui Rabbi , Predrag Klasnja , Susan Murphy

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

Prevention science : the official journal of the Society for Prevention Research

Avec: Brook Luers , Predrag Klasnja , Susan Murphy

Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials.

Statistics in biosciences

Avec: Nicholas J Seewald , Shawna N Smith , Andy Jinseok Lee , Predrag Klasnja , Susan A Murphy

Blood pressure checks and diagnosing hypertension (BP-CHECK): Design and methods of a randomized controlled diagnostic study comparing clinic, home, kiosk, and 24-hour ambulatory BP monitoring.

Contemporary clinical trials

Avec: Beverly B Green , Melissa L Anderson , Jerry Campbell , Andrea J Cook , Kelly Ehrlich , Sarah Evers , Yoshio N Hall , Clarissa Hsu , Dwayne Joseph , Predrag Klasnja , Karen L Margolis , Jennifer B McClure , Sean A Munson , Mathew J Thompson

Digitizing clinical trials.

NPJ digital medicine

Avec: O T Inan , P Tenaerts , S A Prindiville , H R Reynolds , D S Dizon , K Cooper-Arnold , M Turakhia , M J Pletcher , K L Preston , H M Krumholz , B M Marlin , K D Mandl , P Klasnja , B Spring , E Iturriaga , R Campo , P Desvigne-Nickens , Y Rosenberg , S R Steinhubl , R M Califf

A quality-improvement optimization pilot of BariFit, a mobile health intervention to promote physical activity after bariatric surgery.

Translational behavioral medicine

Avec: Predrag Klasnja , Dori E Rosenberg , Jing Zhou , Jane Anau , Anirban Gupta , David E Arterburn

Use of a mobile app to capture supplemental health information during pregnancy: Implications for clinical research.

Pharmacoepidemiology and drug safety

Avec: Claire W Rothschild , Sascha Dublin , Jeffrey S Brown , Predrag Klasnja , Chayim Herzig-Marx , Juliane S Reynolds , Zachary Wyner , Christina Chambers , David Martin

Toward a Just-in-Time Adaptive Intervention to Reduce Emerging Adult Alcohol Use: Testing Approaches for Identifying When to Intervene.

Substance use & misuse

Avec: Lara N Coughlin , Inbal Nahum-Shani , Erin E Bonar , Meredith L Philyaw-Kotov , Mashfiqui Rabbi , Predrag Klasnja , Maureen A Walton

Online model selection by learning how compositional kernels evolve.

Transactions on machine learning research

Avec: Eura Shin , Predrag Klasnja , Susan A Murphy , Finale Doshi-Velez

Conducting Research at the Intersection of HCI and Health: Building and Supporting Teams with Diverse Expertise to Increase Public Health Impact.

Extended abstracts on Human factors in computing systems. CHI Conference

Avec: Elena Agapie , Ravi Karkar , Tricia Aung , Eleanor Burgess , Munya Joel Chinguwa , Andrea Graham , Pedja Klasnja , Aaron Lyon , Terika McCall , Sean Munson , Francisco Nunes , Katie Osterhage

BATCH POLICY LEARNING IN AVERAGE REWARD MARKOV DECISION PROCESSES.

Annals of statistics

Avec: Peng Liao , Zhengling Qi , Runzhe Wan , Predrag Klasnja , Susan A Murphy

A randomized trial of a mobile health intervention to augment cardiac rehabilitation.

NPJ digital medicine

Avec: Jessica R Golbus , Kashvi Gupta , Rachel Stevens , V Swetha E Jeganathan , Evan Luff , Jieru Shi , Walter Dempsey , Thomas Boyden , Bhramar Mukherjee , Sarah Kohnstamm , Vlad Taralunga , Vik Kheterpal , Susan Murphy , Predrag Klasnja , Sachin Kheterpal , Brahmajee K Nallamothu

Designing m-Health interventions for precision mental health support.

Translational psychiatry

Avec: N Bidargaddi , G Schrader , P Klasnja , J Licinio , S Murphy

Why we need a small data paradigm.

BMC medicine

Avec: Eric B Hekler , Predrag Klasnja , Guillaume Chevance , Natalie M Golaszewski , Dana Lewis , Ida Sim

IntelligentPooling: Practical Thompson Sampling for mHealth.

Machine learning

Avec: Sabina Tomkins , Peng Liao , Predrag Klasnja , Susan Murphy

Estimating time-varying causal excursion effect in mobile health with binary outcomes.

Biometrika

Avec: Tianchen Qian , Hyesun Yoo , Predrag Klasnja , Daniel Almirall , Susan A Murphy

Linear mixed models with endogenous covariates: modeling sequential treatment effects with application to a mobile health study.

Statistical science : a review journal of the Institute of Mathematical Statistics

Avec: Tianchen Qian , Predrag Klasnja , Susan A Murphy

A Smartphone App to Monitor Mood Symptoms in Bipolar Disorder: Development and Usability Study.

JMIR mental health

Avec: Kelly Ann Ryan , Pallavi Babu , Rebecca Easter , Erika Saunders , Andy Jinseok Lee , Predrag Klasnja , Lilia Verchinina , Valerie Micol , Brent Doil , Melvin G McInnis , Amy M Kilbourne

The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations.

Psychological methods

Avec: Tianchen Qian , Ashley E Walton , Linda M Collins , Predrag Klasnja , Stephanie T Lanza , Inbal Nahum-Shani , Mashfiqui Rabbi , Michael A Russell , Maureen A Walton , Hyesun Yoo , Susan A Murphy

ReVibe: A Context-assisted Evening Recall Approach to Improve Self-report Adherence.

Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies

Avec: Mashfiqui Rabbi , Katherine Li , H Yanna Yan , Kelly Hall , Predrag Klasnja , Susan Murphy

Model Personalization in Behavioral Interventions using Model-on-Demand Estimation and Discrete Simultaneous Perturbation Stochastic Approximation.

Proceedings of the ... American Control Conference. American Control Conference

Avec: Rachael T Kha , Daniel E Rivera , Predrag Klasnja , Eric Hekler

Feasibility, Perceived Impact, and Acceptability of a Socially Assistive Robot to Support Emotion Regulation With Highly Anxious University Students: Mixed Methods Open Trial.

JMIR mental health

Avec: A Jess Williams , Maureen Freed , Nikki Theofanopoulou , Claudia Daudén Roquet , Predrag Klasnja , James Gross , Jessica Schleider , Petr Slovak

Data-driven Interpretable Policy Construction for Personalized Mobile Health.

2022 IEEE International Conference on Digital Health (IEEE ICDH 2022) : proceedings : hybrid conference, Barcelona, Spain, 11-15 July 2022. International Conference on Digital Health (2022 : Barcelona, Spain; Online)

Avec: Dimitris Bertsimas , Predrag Klasnja , Susan Murphy , Liangyuan Na

Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study.

JMIR mHealth and uHealth

Avec: Junghwan Park , Gregory J Norman , Predrag Klasnja , Daniel E Rivera , Eric Hekler

Theorizing is for everybody: Advancing the process of theorizing in implementation science.

Frontiers in health services

Avec: Rosemary D Meza , James C Moreland , Michael D Pullmann , Predrag Klasnja , Cara C Lewis , Bryan J Weiner

Effect-Invariant Mechanisms for Policy Generalization.

Journal of machine learning research : JMLR

Avec: Sorawit Saengkyongam , Niklas Pfister , Predrag Klasnja , Susan Murphy , Jonas Peters

Development of a Mobile Health Intervention with Personal Experiments for Smokers Who Are Ambivalent About Quitting: Formative Design and Testing.

JMIR formative research

Avec: Jaimee L Heffner , Sheryl L Catz , Predrag Klasnja , Brooks Tiffany , Jennifer B McClure

Off-Policy Estimation of Long-Term Average Outcomes with Applications to Mobile Health.

Journal of the American Statistical Association

Avec: Peng Liao , Predrag Klasnja , Susan Murphy

Optimizing Implementation in Cancer Control (OPTICC): protocol for an implementation science center.

Implementation science communications

Avec: Cara C Lewis , Peggy A Hannon , Predrag Klasnja , Laura-Mae Baldwin , Rene Hawkes , Janell Blackmer , Ashley Johnson , Auteur inconnu

Microrandomized Trial Design for Evaluating Just-in-Time Adaptive Interventions Through Mobile Health Technologies for Cardiovascular Disease.

Circulation. Cardiovascular quality and outcomes

Avec: Jessica R Golbus , Walter Dempsey , Elizabeth A Jackson , Brahmajee K Nallamothu , Predrag Klasnja

An In Situ, Child-Led Intervention to Promote Emotion Regulation Competence in Middle Childhood: Protocol for an Exploratory Randomized Controlled Trial.

JMIR research protocols

Avec: Petr Slovak , Brett Q Ford , Sherri Widen , Claudia Daudén Roquet , Nikki Theofanopoulou , James J Gross , Benjamin Hankin , Predrag Klasnja

Characterizing and predicting person-specific, day-to-day, fluctuations in walking behavior.

PloS one

Avec: Guillaume Chevance , Dario Baretta , Matti Heino , Olga Perski , Merlijn Olthof , Predrag Klasnja , Eric Hekler , Job Godino

Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity.

Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies

Avec: Peng Liao , Kristjan Greenewald , Predrag Klasnja , Susan Murphy

Optimizing a Just-in-Time Adaptive Intervention to Improve Dietary Adherence in Behavioral Obesity Treatment: Protocol for a Microrandomized Trial.

JMIR research protocols

Avec: Stephanie P Goldstein , Fengqing Zhang , Predrag Klasnja , Adam Hoover , Rena R Wing , John Graham Thomas

Virtual AppLication-supported Environment To INcrease Exercise (VALENTINE) during cardiac rehabilitation study: Rationale and design.

American heart journal

Avec: V Swetha Jeganathan , Jessica R Golbus , Kashvi Gupta , Evan Luff , Walter Dempsey , Thomas Boyden , Melvyn Rubenfire , Brahmar Mukherjee , Predrag Klasnja , Sachin Kheterpal , Brahmajee K Nallamothu

Understanding Baseline Physical Activity in Cardiac Rehabilitation Enrollees Using Mobile Health Technologies.

Circulation. Cardiovascular quality and outcomes

Avec: Jessica R Golbus , Kashvi Gupta , Rachel Stevens , V Swetha Jeganathan , Evan Luff , Thomas Boyden , Bhramar Mukherjee , Predrag Klasnja , Sachin Kheterpal , Sarah Kohnstamm , Brahmajee K Nallamothu

The mechanics of implementation strategies and measures: advancing the study of implementation mechanisms.

Implementation science communications

Avec: Cara C Lewis , Predrag Klasnja , Aaron R Lyon , Byron J Powell , Rebecca Lengnick-Hall , Gretchen Buchanan , Rosemary D Meza , Michelle C Chan , Marcella H Boynton , Bryan J Weiner

BayesLDM: A Domain-specific Modeling Language for Probabilistic Modeling of Longitudinal Data.

...IEEE...International Conference on Connected Health: Applications, Systems and Engineering Technologies. IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies

Avec: Karine Tung , Steven De La Torre , Mohamed El Mistiri , Rebecca Braga De Braganca , Eric Hekler , Misha Pavel , Daniel Rivera , Pedja Klasnja , Donna Spruijt-Metz , Benjamin M Marlin

Advancing Understanding of Just-in-Time States for Supporting Physical Activity (Project JustWalk JITAI): Protocol for a System ID Study of Just-in-Time Adaptive Interventions.

JMIR research protocols

Avec: Junghwan Park , Meelim Kim , Mohamed El Mistiri , Rachael Kha , Sarasij Banerjee , Lisa Gotzian , Guillaume Chevance , Daniel E Rivera , Predrag Klasnja , Eric Hekler

The Digital Therapeutics Real-World Evidence Framework: An Approach for Guiding Evidence-Based Digital Therapeutics Design, Development, Testing, and Monitoring.

Journal of medical Internet research

Avec: Meelim Kim , Kevin Patrick , Camille Nebeker , Job Godino , Spencer Stein , Predrag Klasnja , Olga Perski , Clare Viglione , Aaron Coleman , Eric Hekler

Did we personalize? Assessing personalization by an online reinforcement learning algorithm using resampling.

Machine learning

Avec: Susobhan Ghosh , Raphael Kim , Prasidh Chhabria , Raaz Dwivedi , Predrag Klasnja , Peng Liao , Kelly Zhang , Susan Murphy

Text Messages to Promote Physical Activity in Patients With Cardiovascular Disease: A Micro-Randomized Trial of a Just-In-Time Adaptive Intervention.

Circulation. Cardiovascular quality and outcomes

Avec: Jessica R Golbus , Jieru Shi , Kashvi Gupta , Rachel Stevens , V Swetha E Jeganathan , Evan Luff , Thomas Boyden , Bhramar Mukherjee , Sarah Kohnstamm , Vlad Taralunga , Vik Kheterpal , Sachin Kheterpal , Kenneth Resnicow , Susan Murphy , Walter Dempsey , Predrag Klasnja , Brahmajee K Nallamothu

Réseau de co-auteurs

Susan Murphy 12 collaborations

Susan A Murphy 9 collaborations

Eric Hekler 9 collaborations

Daniel E Rivera 6 collaborations

Mashfiqui Rabbi 6 collaborations

Walter Dempsey 5 collaborations

Inbal Nahum-Shani 5 collaborations

Peng Liao 5 collaborations

Jessica R Golbus 5 collaborations

Brahmajee K Nallamothu 5 collaborations

Jennifer B McClure 4 collaborations

Mohamed El Mistiri 4 collaborations

Junghwan Park 4 collaborations

Maureen A Walton 4 collaborations

Guillaume Chevance 4 collaborations

Cara C Lewis 4 collaborations

Kashvi Gupta 4 collaborations

Evan Luff 4 collaborations

Thomas Boyden 4 collaborations

Sachin Kheterpal 4 collaborations

Meredith L Philyaw-Kotov 3 collaborations

Erin E Bonar 3 collaborations

Bryan J Weiner 3 collaborations

Rosemary D Meza 3 collaborations

Rachel Stevens 3 collaborations

Bhramar Mukherjee 3 collaborations

Sarah Kohnstamm 3 collaborations

Tianchen Qian 3 collaborations

Nicholas J Seewald 2 collaborations

Kelly Hall 2 collaborations

Brook Luers 2 collaborations

Eric B Hekler 2 collaborations

Beverly B Green 2 collaborations

Melissa L Anderson 2 collaborations

Andrea J Cook 2 collaborations

Kelly Ehrlich 2 collaborations

Yoshio N Hall 2 collaborations

Clarissa Hsu 2 collaborations

Dwayne Joseph 2 collaborations

Karen L Margolis 2 collaborations

Sean A Munson 2 collaborations

Mathew J Thompson 2 collaborations

Jaimee L Heffner 2 collaborations

Sheryl L Catz 2 collaborations

Benjamin M Marlin 2 collaborations

Lara N Coughlin 2 collaborations

Dario Baretta 2 collaborations

Donna Spruijt-Metz 2 collaborations

Misha Pavel 2 collaborations

None None 2 collaborations

Rebecca Lengnick-Hall 2 collaborations

Aaron R Lyon 2 collaborations

Marcella H Boynton 2 collaborations

Byron J Powell 2 collaborations

Andy Jinseok Lee 2 collaborations

P Klasnja 2 collaborations

Pedja Klasnja 2 collaborations

V Swetha E Jeganathan 2 collaborations

Jieru Shi 2 collaborations

Vlad Taralunga 2 collaborations

Vik Kheterpal 2 collaborations

Hyesun Yoo 2 collaborations

Nikki Theofanopoulou 2 collaborations

Claudia Daudén Roquet 2 collaborations

Petr Slovak 2 collaborations

Olga Perski 2 collaborations

Job Godino 2 collaborations

V Swetha Jeganathan 2 collaborations

Meelim Kim 2 collaborations

Shawna Smith 1 collaboration

Andy Lee 1 collaboration

Chloe Krakauer 1 collaboration

Sophia Mun 1 collaboration

Karine Karine 1 collaboration

Sonali R Mishra 1 collaboration

Jamie Yap 1 collaboration

Rebecca M Cunningham 1 collaboration

Natalie Golaszewski 1 collaboration

Michelle Takemoto 1 collaboration

Sama Shrestha 1 collaboration

Sonia Jain 1 collaboration

Sy-Miin Chow 1 collaboration

Justin T Baker 1 collaboration

Nicholas B Allen 1 collaboration

Randy P Auerbach 1 collaboration

Genevieve F Dunton 1 collaboration

Naomi P Friedman 1 collaboration

Stephen S Intille 1 collaboration

Benjamin Marlin 1 collaboration

Matthew K Nock 1 collaboration

Scott L Rauch 1 collaboration

Scott Vrieze 1 collaboration

David W Wetter 1 collaboration

Evan M Kleiman 1 collaboration

Timothy R Brick 1 collaboration

Heather Perry 1 collaboration

Dana L Wolff-Hughes 1 collaboration

Analay Perez 1 collaboration

Michael D Fetters 1 collaboration

John W Creswell 1 collaboration

Mark Scerbo 1 collaboration

Frederick W Kron 1 collaboration

Richard Gonzalez 1 collaboration

Lawrence An 1 collaboration

Masahito Jimbo 1 collaboration

Timothy C Guetterman 1 collaboration

Gretchen J Buchanan 1 collaboration

Kayne D Mettert 1 collaboration

Marianne Menictas 1 collaboration

Shawna N Smith 1 collaboration

Jerry Campbell 1 collaboration

Sarah Evers 1 collaboration

O T Inan 1 collaboration

P Tenaerts 1 collaboration

S A Prindiville 1 collaboration

H R Reynolds 1 collaboration

D S Dizon 1 collaboration

K Cooper-Arnold 1 collaboration

M Turakhia 1 collaboration

M J Pletcher 1 collaboration

K L Preston 1 collaboration

H M Krumholz 1 collaboration

B M Marlin 1 collaboration

K D Mandl 1 collaboration

B Spring 1 collaboration

E Iturriaga 1 collaboration

R Campo 1 collaboration

P Desvigne-Nickens 1 collaboration

Y Rosenberg 1 collaboration

S R Steinhubl 1 collaboration

R M Califf 1 collaboration

Dori E Rosenberg 1 collaboration

Jing Zhou 1 collaboration

Jane Anau 1 collaboration

Anirban Gupta 1 collaboration

David E Arterburn 1 collaboration

Claire W Rothschild 1 collaboration

Sascha Dublin 1 collaboration

Jeffrey S Brown 1 collaboration

Chayim Herzig-Marx 1 collaboration

Juliane S Reynolds 1 collaboration

Zachary Wyner 1 collaboration

Christina Chambers 1 collaboration

David Martin 1 collaboration

Eura Shin 1 collaboration

Finale Doshi-Velez 1 collaboration

Elena Agapie 1 collaboration

Ravi Karkar 1 collaboration

Tricia Aung 1 collaboration

Eleanor Burgess 1 collaboration

Munya Joel Chinguwa 1 collaboration

Andrea Graham 1 collaboration

Aaron Lyon 1 collaboration

Terika McCall 1 collaboration

Sean Munson 1 collaboration

Francisco Nunes 1 collaboration

Katie Osterhage 1 collaboration

Zhengling Qi 1 collaboration

Runzhe Wan 1 collaboration

N Bidargaddi 1 collaboration

G Schrader 1 collaboration

J Licinio 1 collaboration

S Murphy 1 collaboration

Natalie M Golaszewski 1 collaboration

Dana Lewis 1 collaboration

Ida Sim 1 collaboration

Sabina Tomkins 1 collaboration

Daniel Almirall 1 collaboration

Kelly Ann Ryan 1 collaboration

Pallavi Babu 1 collaboration

Rebecca Easter 1 collaboration

Erika Saunders 1 collaboration

Lilia Verchinina 1 collaboration

Valerie Micol 1 collaboration

Brent Doil 1 collaboration

Melvin G McInnis 1 collaboration

Amy M Kilbourne 1 collaboration

Ashley E Walton 1 collaboration

Linda M Collins 1 collaboration

Stephanie T Lanza 1 collaboration

Michael A Russell 1 collaboration

Katherine Li 1 collaboration

H Yanna Yan 1 collaboration

Rachael T Kha 1 collaboration

A Jess Williams 1 collaboration

Maureen Freed 1 collaboration

James Gross 1 collaboration

Jessica Schleider 1 collaboration

Dimitris Bertsimas 1 collaboration

Liangyuan Na 1 collaboration

Gregory J Norman 1 collaboration

James C Moreland 1 collaboration

Michael D Pullmann 1 collaboration

Sorawit Saengkyongam 1 collaboration

Niklas Pfister 1 collaboration

Jonas Peters 1 collaboration

Brooks Tiffany 1 collaboration

Peggy A Hannon 1 collaboration

Laura-Mae Baldwin 1 collaboration

Rene Hawkes 1 collaboration

Janell Blackmer 1 collaboration

Ashley Johnson 1 collaboration

Elizabeth A Jackson 1 collaboration

Brett Q Ford 1 collaboration

Sherri Widen 1 collaboration

James J Gross 1 collaboration

Benjamin Hankin 1 collaboration

Matti Heino 1 collaboration

Merlijn Olthof 1 collaboration

Kristjan Greenewald 1 collaboration

Stephanie P Goldstein 1 collaboration

Fengqing Zhang 1 collaboration

Adam Hoover 1 collaboration

Rena R Wing 1 collaboration

John Graham Thomas 1 collaboration

Melvyn Rubenfire 1 collaboration

Brahmar Mukherjee 1 collaboration

Gretchen Buchanan 1 collaboration

Michelle C Chan 1 collaboration

Karine Tung 1 collaboration

Steven De La Torre 1 collaboration

Rebecca Braga De Braganca 1 collaboration

Daniel Rivera 1 collaboration

Rachael Kha 1 collaboration

Sarasij Banerjee 1 collaboration

Lisa Gotzian 1 collaboration

Kevin Patrick 1 collaboration

Camille Nebeker 1 collaboration

Spencer Stein 1 collaboration

Clare Viglione 1 collaboration

Aaron Coleman 1 collaboration

Susobhan Ghosh 1 collaboration

Raphael Kim 1 collaboration

Prasidh Chhabria 1 collaboration

Raaz Dwivedi 1 collaboration

Kelly Zhang 1 collaboration

Kenneth Resnicow 1 collaboration