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Multidimensional Machine Learning for Assessing Parameters Associated With COVID-19 in Vietnam: Validation Study

Multidimensional Machine Learning for Assessing Parameters Associated With COVID-19 in Vietnam: Validation Study

Following the guidance for the clinical management of COVID-19 from the World Health Organization (November 23, 2021) and the latest advice on the diagnosis and treatment of COVID-19 from the Ministry of Health (article number 250/QD-BYT) [8], an asymptomatic group was added to the classification of COVID-19 disease severity, in addition to the 4 groups of mild, moderate, severe, and critical. In our study, there were 1098 mild patients, 386 moderate patients, and 203 severe patients.

Trong Tue Nguyen, Cam Tu Ho, Huong Thi Thu Bui, Lam Khanh Ho, Van Thanh Ta

JMIR Form Res 2023;7:e42895

Patient Experience and Predictors of Improvement in a Group Behavioral and Educational Intervention for Individuals With Diabetes and Serious Mental Illness: Mixed Methods Case Study

Patient Experience and Predictors of Improvement in a Group Behavioral and Educational Intervention for Individuals With Diabetes and Serious Mental Illness: Mixed Methods Case Study

Serious mental illness is used to refer to schizophrenia-spectrum illness, bipolar disorder, or severe major depressive disorder. Despite high diabetes prevalence and high rates of associated morbidity and mortality, it has been reported that fewer than one-third of adults with serious mental illness are screened for diabetes [8,12].

Kristina Schnitzer, Corrine Cather, Vanya Zvonar, Alyson Dechert, Rachel Plummer, Kelsey Lowman, Gladys Pachas, Kevin Potter, Anne Eden Evins

J Particip Med 2021;13(1):e21934