Aguilera, Adrian

Effectiveness of a digital health intervention leveraging reinforcement learning: Results from the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) randomized clinical trial.

Citation
Aguilera A, Arévalo Avalos M, Xu J, Chakraborty B, Figueroa C, Garcia F, Rosales K, Hernandez-Ramos R, Karr C, Williams J, Ochoa-Frongia L, Sarkar U, Yom-Tov E, Lyles C. Effectiveness of a Digital Health Intervention Leveraging Reinforcement Learning: Results From the Diabetes and Mental Health Adaptive Notification Tracking and Evaluation (DIAMANTE) Randomized Clinical Trial. J Med Internet Res. 2024 Oct 8;26:e60834. doi: 10.2196/60834. PMID: 39378080; PMCID: PMC11496924.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Ratings and experiences in using a mobile application to increase physical activity among university students: Implications for future design.

Citation
Figueroa CA, Gomez-Pathak L, Khan I, Williams JJ, Lyles CR, Aguilera A. Ratings and experiences in using a mobile application to increase physical activity among university students: Implications for future design. Univers Access Inf Soc. 2023 Jan 5:1-10. doi: 10.1007/s10209-022-00962-z. Epub ahead of print. PMID: 36624825; PMCID: PMC9813455.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Engaging users in the design of an mHealth, text message-based intervention to increase physical activity at a safety-net health care system.

Citation
Avila-Garcia P, Hernandez-Ramos R, Nouri SS, Cemballi A, Sarkar U, Lyles CR, Aguilera A. Engaging users in the design of an mHealth, text message-based intervention to increase physical activity at a safety-net health care system. JAMIA Open. 2019 Oct 11;2(4):489-497. doi: 10.1093/jamiaopen/ooz049. PMID: 32025646; PMCID: PMC6994014.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Daily motivational text messages to promote physical activity in university students: Results from a microrandomized trial.

Citation
Figueroa CA, Deliu N, Chakraborty B, Modiri A, Xu J, Aggarwal J, Jay Williams J, Lyles C, Aguilera A. Daily motivational text messages to promote physical activity in university students: Results from a microrandomized trial. Ann Behav Med. 2022 Feb 11;56(2):212-218. doi: 10.1093/abm/kaab028. PMID: 33871015.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Improving Diagnosis and Treatment of Adult Depression Through Digital Healthcare

Event Date
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During this event, an expert panel discussed efforts to improve adult depression diagnosis and treatment using digital healthcare interventions. The speakers showcased the impact of patient engagement in providing accurate information to providers to aid in diagnosis, with a focus on data collection, collaborative decision making, and self-management techniques.

Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions.

Citation
Figueroa CA, Aguilera A, Chakraborty B, Modiri A, Aggarwal J, Deliu N, Sarkar U, Jay Williams J, Lyles CR. Adaptive learning algorithms to optimize mobile applications for behavioral health: guidelines for design decisions. J Am Med Inform Assoc. 2021 Jun 12;28(6):1225-1234. doi: 10.1093/jamia/ocab001. PMID: 33657217; PMCID: PMC8200266.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

Developing messaging content for a physical activity smartphone app tailored to low-income patients: User-centered design and crowdsourcing approach.

Citation
Pathak LE, Aguilera A, Williams JJ, Lyles CR, Hernandez-Ramos R, Miramontes J, Cemballi AG, Figueroa CA. Developing messaging content for a physical activity smartphone app tailored to low-income patients: User-centered design and crowdsourcing approach. JMIR Mhealth Uhealth. 2021 May 19;9(5):e21177. doi: 10.2196/21177. PMID: 34009130; PMCID: PMC8173396.
Principal Investigator
Aguilera, Adrian
Project Name
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging

mHealth interventions for disadvantaged and vulnerable people with type 2 diabetes.

Citation
Mayberry LS, Lyles CR, Oldenburg B, Osborn CY, Parks M, Peek ME. mHealth interventions for disadvantaged and vulnerable people with type 2 diabetes. Curr Diab Rep. 2019 Nov 25;19(12):148. doi: 10.1007/s11892-019-1280-9. Review. PMID: 31768662.
Principal Investigator
Lyles, Courtney
Aguilera, Adrian
Project Name
Engaging Diverse Patients in Using an Online Patient Portal
Improving Diabetes and Depression Self-Management Via Adaptive Mobile Messaging