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  1. Article

    Open Access

    Joint triplet loss with semi-hard constraint for data augmentation and disease prediction using gene expression data

    The accurate prediction of patients with complex diseases, such as Alzheimer’s disease (AD), as well as disease stages, including early- and late-stage cancer, is challenging owing to substantial variability a...

    Yeonwoo Chung, Hyunju Lee in Scientific Reports (2023)

  2. Article

    Open Access

    Correlation between Alzheimer’s disease and type 2 diabetes using non-negative matrix factorization

    Alzheimer’s disease (AD) is a complex and heterogeneous disease that can be affected by various genetic factors. Although the cause of AD is not yet known and there is no treatment to cure this disease, its pr...

    Yeonwoo Chung, Hyunju Lee in Scientific Reports (2021)