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  1. No Access

    Article

    Data-driven shortened Insomnia Severity Index (ISI): a machine learning approach

    The Insomnia Severity Index (ISI) is a widely used questionnaire with seven items for identifying the risk of insomnia disorder. Although the ISI is still short, more shortened versions are emerging for repeat...

    Hyeontae Jo, Myna Lim, Hong Jun Jeon, Junseok Ahn, Saebom Jeon… in Sleep and Breathing (2024)

  2. Article

    Open Access

    Machine Learning-Based COVID-19 Patients Triage Algorithm Using Patient-Generated Health Data from Nationwide Multicenter Database

    A prompt severity assessment model of patients with confirmed infectious diseases could enable efficient diagnosis while alleviating burden on the medical system. This study aims to develop a SARS-CoV-2 sever...

    Min Sue Park, Hyeontae Jo, Haeun Lee, Se Young Jung… in Infectious Diseases and Therapy (2022)

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