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Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study

Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study

Definitive diagnosis of dementia in the ADAMS sample was assigned by a consensus of clinical experts [11], using international diagnostic criteria for dementia (cognitive or behavioral disorders associated with significant decline in social or occupational

Laurent Cleret de Langavant, Eleonore Bayen, Kristine Yaffe

J Med Internet Res 2018;20(7):e10493


A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication

A New Dimension of Health Care: Systematic Review of the Uses, Benefits, and Limitations of Social Media for Health Communication

Moreno (2011a) [83], Egan & Moreno (2011b) [84], Frimmings et al (2011) [86], Gajara et al (2011)[88], Garcia-Romero et al (2011) [89], Jent et al (2011) [92], Kukreja et al (2011) [95], Lord et al (2011) [99], Sajadi & Goldman (2011) [105]Blogs (n=13)Adams

S Anne Moorhead, Diane E. Hazlett, Laura Harrison, Jennifer K Carroll, Anthea Irwin, Ciska Hoving

J Med Internet Res 2013;15(4):e85


Internet-Delivered Early Interventions for Individuals Exposed to Traumatic Events: Systematic Review

Internet-Delivered Early Interventions for Individuals Exposed to Traumatic Events: Systematic Review

interventions.Study (year)Outcome measuresIntent-to-treat resultsCompleter resultsCox et al (2010) [31]TSCC-Aa; IES-RbNo advantage of intervention on any outcome at any assessmentAdvantage of intervention on anxiety only, at both follow-up assessmentsKassam-Adams

Naomi Ennis, Iris Sijercic, Candice M Monson

J Med Internet Res 2018;20(11):e280


Accurately Inferring Compliance to Five Major Food Guidelines Through Simplified Surveys: Applying Data Mining to the UK National Diet and Nutrition Survey

Accurately Inferring Compliance to Five Major Food Guidelines Through Simplified Surveys: Applying Data Mining to the UK National Diet and Nutrition Survey

employment4440 (42.39)Not working presently3039 (29.02)Figure 3Main foods either by (a) contribution to caloric intake, or (b) prevalence among individuals.Table 3Comparison of the best decision tree using the weight of foods (previous study, Giabbanelli and Adams

Nicholas Rosso, Philippe Giabbanelli

JMIR Public Health Surveill 2018;4(2):e56


The Walking Interventions Through Texting (WalkIT) Trial: Rationale, Design, and Protocol for a Factorial Randomized Controlled Trial of Adaptive Interventions for Overweight and Obese, Inactive Adults

The Walking Interventions Through Texting (WalkIT) Trial: Rationale, Design, and Protocol for a Factorial Randomized Controlled Trial of Adaptive Interventions for Overweight and Obese, Inactive Adults

The 60th percentile was chosen based on previous PA research by Adams [16,20].It is important to highlight that prescribed adaptive goals always fall within each participant’s recent abilities due to the moving window of the last 9 days.

Jane C Hurley, Kevin E Hollingshead, Michael Todd, Catherine L Jarrett, Wesley J Tucker, Siddhartha S Angadi, Marc A Adams

JMIR Res Protoc 2015;4(3):e108


Automated Respiratory Rate Counter to Assess Children for Symptoms of Pneumonia: Protocol for Cross-Sectional Usability and Acceptability Studies in Ethiopia and Nepal

Automated Respiratory Rate Counter to Assess Children for Symptoms of Pneumonia: Protocol for Cross-Sectional Usability and Acceptability Studies in Ethiopia and Nepal

over time.Figure 3Conceptual framework of front-line health workers’ adherence to integrated community case management/integrated management of childhood illness/community-based integrated management of neonatal and childhood illness guidelines, adapted from Adams

Kevin Baker, Alice Maurel, Charlotte Ward, Dawit Getachew, Tedila Habte, Cindy McWhorter, Paul LaBarre, Jonas Karlström, Max Petzold, Karin Källander

JMIR Res Protoc 2020;9(3):e14405