2 citations · 2 across the 4 of their papers we have counts for
4 papers
Associations Between Sleep Efficiency Variability and Cognition Among Older Adults: Cross-Sectional Accelerometer Study
Collin Sakal, Tingyou Li, Juan Li +1
Objective: We aimed to determine the relationship between day-to-day sleep efficiency variability and cognitive function among older adults using accelerometer data and three cogni…
Assessing cognitive function among older adults using machine learning and wearable device data: a feasibility study
Collin Sakal, Tingyou Li, Juan Li +1
Timely implementation of interventions to slow cognitive decline among older adults requires accurate monitoring to detect changes in cognitive function. Data gathered using wearab…
Identifying the most predictive risk factors for future cognitive impairment among elderly Chinese
Collin Sakal, Tingyou Li, Juan Li +1
Introduction. The societal burden of cognitive impairments in China has prompted researchers to develop clinical prediction models aimed at making risk assessments that enable prev…
TreatmentEstimatoR: a Dashboard for Estimating Treatment Effects from Observational Health Data
Collin Sakal, Hon Hwang, Juan C Quiroz +1
Observational health data can be leveraged to measure the real-world use and potential benefits or risks of existing medical interventions. However, lack of programming proficiency…