IMPROVING MACHINE LEARNING CLASSIFICATION OF ADHD USING GENE SET POLYGENIC RISK SCORES AND RISK SCORES FROM GENETICALLY CORRELATED PHENOTYPES

被引:0
|
作者
Barnett, Eric J. [1 ]
Zhang-James, Yanli [1 ]
Faraone, Stephen V. [1 ]
机构
[1] SUNY Upstate Med Univ, Syracuse, NY 13210 USA
关键词
D O I
10.1016/j.jaac.2023.07.923
中图分类号
B844 [发展心理学(人类心理学)];
学科分类号
040202 ;
摘要
52.4
引用
收藏
页码:S406 / S406
页数:1
相关论文
共 50 条
  • [41] Alzheimer's polygenic risk scores are associated with cognitive phenotypes in Down syndrome
    Gorijala, Priyanka
    Aslam, M. Muaaz
    Dang, Lam-Ha T.
    Xicota, L.
    Fernandez, Maria V.
    Sung, Yun Ju
    Fan, Kang-Hsien
    Feingold, Eleanor
    Surace, Ezequiel I.
    Chhatwal, Jasmeer P.
    Hom, Christy L.
    Hartley, Sigan L.
    Hassenstab, Jason
    Perrin, Richard J.
    Mapstone, Mark
    Zaman, Shahid H.
    Ances, Beau M.
    Kamboh, M. Ilyas
    Lee, Joseph H.
    Cruchaga, Carlos
    ALZHEIMERS & DEMENTIA, 2024, 20 (02) : 1038 - 1049
  • [42] Improving the Utility of Polygenic Risk Scores as a Biomarker for Alzheimer's Disease
    Vlachakis, Dimitrios
    Papakonstantinou, Eleni
    Sagar, Ram
    Bacopoulou, Flora
    Exarchos, Themis
    Kourouthanassis, Panos
    Karyotis, Vasileios
    Vlamos, Panayiotis
    Lyketsos, Constantine
    Avramopoulos, Dimitrios
    Mahairaki, Vasiliki
    CELLS, 2021, 10 (07)
  • [43] Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives
    Buu Truong
    Zhou, Xuan
    Shin, Jisu
    Li, Jiuyong
    van der Werf, Julius H. J.
    Le, Thuc D.
    Lee, S. Hong
    NATURE COMMUNICATIONS, 2020, 11 (01)
  • [44] Efficient polygenic risk scores for biobank scale data by exploiting phenotypes from inferred relatives
    Buu Truong
    Xuan Zhou
    Jisu Shin
    Jiuyong Li
    Julius H. J. van der Werf
    Thuc D. Le
    S. Hong Lee
    Nature Communications, 11
  • [45] Polygenic risk scores outperform machine learning methods in predicting coronary artery disease status
    Gola, Damian
    Erdmann, Jeannette
    Mueller-Myhsok, Bertram
    Schunkert, Heribert
    Koenig, Inke R.
    GENETIC EPIDEMIOLOGY, 2020, 44 (02) : 125 - 138
  • [46] Polygenic risk scores - Is there a need for a more accurate classification within ethnicities?
    Rausch, Tanja K.
    Koenig, Inke R.
    Goepel, Wolfgang
    GENETIC EPIDEMIOLOGY, 2020, 44 (05) : 513 - 513
  • [47] Identifying individuals at extreme risk of venous thromboembolism using polygenic risk scores
    Chong, Michael
    Pare, Guillaume
    NATURE GENETICS, 2023, 55 (03) : 358 - 360
  • [48] IBD risk prediction using multi-ethnic polygenic risk scores
    Ananthakrishnan, Ashwin N.
    NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2021, 18 (04) : 217 - 218
  • [49] IBD risk prediction using multi-ethnic polygenic risk scores
    Ashwin N. Ananthakrishnan
    Nature Reviews Gastroenterology & Hepatology, 2021, 18 : 217 - 218
  • [50] Identifying individuals at extreme risk of venous thromboembolism using polygenic risk scores
    Michael Chong
    Guillaume Paré
    Nature Genetics, 2023, 55 : 358 - 360