Prediction of FLG genotype using human and computer-aided phenotype extraction with random forest machine learning

被引:0
|
作者
Thomas, Bjorn R. [1 ,2 ]
Steele, Lloyd [1 ,2 ]
Tanaka, Reiko J. [3 ]
O'Toole, Edel A. [1 ,2 ]
机构
[1] Royal London Hosp, Dept Dermatol, Barts Hlth NHS Trust, London, England
[2] Queen Mary Univ London, Blizard Inst, Ctr Cell Biol & Cutaneous Res, London, England
[3] Imperial Coll London, Dept Bioengn, London, England
关键词
D O I
暂无
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
P28
引用
收藏
页码:44 / 45
页数:2
相关论文
共 50 条
  • [1] Prediction of FLG genotype using human and computer-aided phenotype extraction with random forest machine learning
    Thomas, Bjorn R.
    Steele, Lloyd
    Tanaka, Reiko J.
    O'Toole, Edel A.
    BRITISH JOURNAL OF DERMATOLOGY, 2022, 187 : 195 - 196
  • [2] Computer-aided prediction of toxicity with substructure pattern and random forest
    Cao, Dong-Sheng
    Yang, Yan-Ning
    Zhao, Jian-Chao
    Yan, Jun
    Liu, Shao
    Hu, Qian-Nan
    Xu, Qing-Song
    Liang, Yi-Zeng
    JOURNAL OF CHEMOMETRICS, 2012, 26 (01) : 7 - 15
  • [3] Plant Genotype to Phenotype Prediction Using Machine Learning
    Danilevicz, Monica F.
    Gill, Mitchell
    Anderson, Robyn
    Batley, Jacqueline
    Bennamoun, Mohammed
    Bayer, Philipp E.
    Edwards, David
    FRONTIERS IN GENETICS, 2022, 13
  • [4] Computer-aided prediction of anticancer peptides based on machine learning algorithms
    Su, Emily Chia-Yu
    Lee, Huei-Fang
    Yeh, Tso-Yang
    CANCER SCIENCE, 2021, 112 : 592 - 592
  • [5] Machine Learning in Computer-Aided Synthesis Planning
    Coley, Connor W.
    Green, William H.
    Jensen, Klays F.
    ACCOUNTS OF CHEMICAL RESEARCH, 2018, 51 (05) : 1281 - 1289
  • [6] Computer-aided tuning of cavity filters using kernel machine learning
    Zhou, Jin-Zhu
    Zhang, Fu-Shun
    Huang, Jin
    Tang, Bo
    Xiong, Chang-Wu
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2010, 38 (06): : 1274 - 1279
  • [7] Computer-aided diagnosis system for Rheumatoid Arthritis using machine learning
    Graduate School of Engineering, University of Hyogo, Hyogo, Japan
    不详
    Proc. Int. Conf. Mach. Learn. Cybern., ICMLC, 1600, (357-360):
  • [8] COMPUTER-AIDED DIAGNOSIS SYSTEM FOR RHEUMATOID ARTHRITIS USING MACHINE LEARNING
    Morit, Kento
    Tashita, Atsuki
    Nii, Manabu
    Kobashi, Syoji
    PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 2, 2017, : 357 - 360
  • [9] Computer-aided creativity and learning in distributed cooperative human-machine networks
    Zamenopoulos, T
    Alexiou, K
    DIGITAL DESIGN: RESEARCH AND PRACTICE, 2003, : 191 - 201
  • [10] Development of computer-aided approach for brain tumor detection using random forest classifier
    Anitha, R.
    Raja, D. Siva Sundhara
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2018, 28 (01) : 48 - 53