Adolescents with Diabetes Engage in Problem Solving with Tailored Interventions (ADEPT). - Arlene M. Smaldone; Yalini Senathirajah; Thomas A. Wilson; Olivia Velez; Suzanne Bakken (Nursing Informatics, 2012)

Qualitative Study of an Electronic Tool for Facilitating Problem-Solving and Sensemaking in Diabetes Self-Management, Mobile Diabetes Detectiv. - Lena Mamykina; Elizabeth M. Heitkemper; Arlene M. Smaldone; Rita Kukafka; Patricia G. Davidson; Elizabeth D. Mynatt; Jonathan N. Tobin; Andrea Cassells; Carrie Goodman; George Hripcsak (AMIA, 2015)

Adopting the sensemaking perspective for chronic disease self-management. - Lena Mamykina; Arlene M. Smaldone; Suzanne R. Bakken (J. Biomed. Informatics, 2015)

Efficacy and types of health information technology used in diabetes education for medically underserved adults: A systematic review and meta-analysis. - Elizabeth M. Heitkemper; Lena Mamykina; Jasmine Travers; Arlene M. Smaldone (AMIA, 2016)

Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management. - Heather J. Cole-Lewis; Arlene M. Smaldone; Patricia G. Davidson; Rita Kukafka; Jonathan N. Tobin; Andrea Cassells; Elizabeth D. Mynatt; George Hripcsak; Lena Mamykina (Int. J. Medical Informatics, 2016)

Structured scaffolding for reflection and problem solving in diabetes self-management: qualitative study of mobile diabetes detective. - Lena Mamykina; Elizabeth M. Heitkemper; Arlene M. Smaldone; Rita Kukafka; Heather J. Cole-Lewis; Patricia G. Davidson; Elizabeth D. Mynatt; Jonathan N. Tobin; Andrea Cassells; Carrie Goodman; George Hripcsak (J. Am. Medical Informatics Assoc., 2016)

Data-driven health management: reasoning about personally generated data in diabetes with information technologies. - Lena Mamykina; Matthew E. Levine; Patricia G. Davidson; Arlene M. Smaldone; Noémie Elhadad; David J. Albers (J. Am. Medical Informatics Assoc., 2016)

Do health information technology self-management interventions improve glycemic control in medically underserved adults with diabetes? A systematic review and meta-analysis. - Elizabeth M. Heitkemper; Lena Mamykina; Jasmine Travers; Arlene M. Smaldone (J. Am. Medical Informatics Assoc., 2017)

Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data. - Lena Mamykina; Elizabeth M. Heitkemper; Arlene M. Smaldone; Rita Kukafka; Heather J. Cole-Lewis; Patricia G. Davidson; Elizabeth D. Mynatt; Andrea Cassells; Jonathan N. Tobin; George Hripcsak (J. Biomed. Informatics, 2017)

A visual analytics approach for pattern-recognition in patient-generated data. - Daniel J. Feller; Marissa Burgermaster; Matthew E. Levine; Arlene M. Smaldone; Patricia G. Davidson; David J. Albers; Lena Mamykina (J. Am. Medical Informatics Assoc., 2018)

Using the RE-AIM Framework to Assess the Potential to Use Mobile Diabetes Detective (MoDD) in Federally Qualified Health Centers. - Elizabeth M. Heitkemper; Arlene M. Smaldone; Suzanne R. Bakken; Andrea Cassells; Jonathan N. Tobin; Lena Mamykina (AMIA, 2019)

Feasibility of a machine learning based method to generate personalized nutrition goals for diabetes self-management. - Elliot G. Mitchell; Marissa Burgermaster; Elizabeth M. Heitkemper; Matthew E. Levine; Yishen Miao; Esteban G. Tabak; Arlene M. Smaldone; David J. Albers; Lena Mamykina (AMIA, 2019)

A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study. - Marissa Burgermaster; Jung Hoon Son; Patricia G. Davidson; Arlene M. Smaldone; Gilad Kuperman; Daniel J. Feller; Katherine Gardner Burt; Matthew E. Levine; David J. Albers; Chunhua Weng; Lena Mamykina (Int. J. Medical Informatics, 2020)

Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild. - Lena Mamykina; Arlene M. Smaldone; Suzanne R. Bakken; Noemie Elhadad; Elliot G. Mitchell; Pooja M. Desai; Matthew E. Levine; Jonathan N. Tobin; Andrea Cassells; Patricia G. Davidson; David J. Albers; George Hripcsak (CHI Extended Abstracts, 2021)

From Reflection to Action: Combining Machine Learning with Expert Knowledge for Nutrition Goal Recommendations. - Elliot G. Mitchell; Elizabeth M. Heitkemper; Marissa Burgermaster; Matthew E. Levine; Yishen Miao; Maria L. Hwang; Pooja M. Desai; Andrea Cassells; Jonathan N. Tobin; Esteban G. Tabak; David J. Albers; Arlene M. Smaldone; et al. (CHI, 2021)

Natural Language Processing of Nursing Notes: A Systematic Review. - Shazia Mitha; Jessica M. Schwartz; Kenrick Cato; Kyungmi Woo; Arlene M. Smaldone; Maxim Topaz (Nursing Informatics, 2021)

Automated vs. Human Health Coaching: Exploring Participant and Practitioner Experiences. - Elliot G. Mitchell; Rosa Maimone; Andrea Cassells; Jonathan N. Tobin; Patricia G. Davidson; Arlene M. Smaldone; Lena Mamykina (Proc. ACM Hum. Comput. Interact., 2021)

T2 Coach: A Qualitative Study of an Automated Health Coach for Diabetes Self-Management. - Elliot G. Mitchell; Pooja M. Desai; Arlene M. Smaldone; Andrea Cassells; Jonathan N. Tobin; David J. Albers; Matthew E. Levine; Lena Mamykina (CHI, 2025)