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  1. No Access

    Article

    Concept-Oriented Self-Explaining Neural Networks

    Recent works on deriving interpretability of machine learning models have focused on post-hoc explanations, and it is believed that there is a trade-off between explainability and model complexity. Apart from ...

    Min Sue Park, Hyung Ju Hwang in Neural Processing Letters (2023)

  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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  3. No Access

    Article

    Prediction and recommendation by machine learning through repetitive internal validation for hepatic veno-occlusive disease/sinusoidal obstruction syndrome and early death after allogeneic hematopoietic cell transplantation

    Using traditional statistical methods, we previously analyzed the risk factors and treatment outcomes of veno-occlusive disease/sinusoidal obstruction syndrome (VOD/SOS) after allogeneic hematopoietic cell tra...

    Seungjoon Lee, Eunsaem Lee, Sung-Soo Park, Min Sue Park… in Bone Marrow Transplantation (2022)