Jongwan Kim

Machine Learning Model for Contemporary Dry Eye Disease Risk Factors: A Study on the Integrated Approach of Logistic Regression Model and Statistical Verification

Dry eye disease is rapidly spreading in modern society due to increased use of digital devices and environmental factors, and it is an important public health issue that can lead to corneal damage and permanent vision loss if not properly managed. As various factors such as lifes...

AI-Integrated Model for Addressing Blind Spots in Mental Health Services: Predicting Insomnia and Depression Comorbidity Using Logistic Regression

Chronic insomnia disorder and major depressive disorder exhibit a high rate of comorbidity. When these conditions co-occur, they are associated with poor treatment prognosis and exacerbated symptoms, highlighting the critical need for early screening. Existing clinical diagnostic...