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  1. Article

    Open Access

    Genome-wide study of longitudinal brain imaging measures of multiple sclerosis progression across six clinical trials

    While the genetics of MS risk susceptibility are well-described, and recent progress has been made on the genetics of disease severity, the genetics of disease progression remain elusive. We therefore investig...

    Stephanie J. Loomis, Nilanjana Sadhu, Elizabeth Fisher in Scientific Reports (2023)

  2. Article

    Open Access

    Multi-arm U-Net with dense input and skip connectivity for T2 lesion segmentation in clinical trials of multiple sclerosis

    T2 lesion quantification plays a crucial role in monitoring disease progression and evaluating treatment response in multiple sclerosis (MS). We developed a 3D, multi-arm U-Net for T2 lesion segmentation, whic...

    Anitha Priya Krishnan, Zhuang Song, David Clayton, **aoming Jia in Scientific Reports (2023)

  3. Article

    Open Access

    Accurate imputation of human leukocyte antigens with CookHLA

    The recent development of imputation methods enabled the prediction of human leukocyte antigen (HLA) alleles from intergenic SNP data, allowing studies to fine-map HLA for immune phenotypes. Here we report an ...

    Seungho Cook, Wanson Choi, Hyunjoon Lim, Yang Luo, Kunhee Kim in Nature Communications (2021)