Subject Matter Knowledge in the Age of Big Data and Machine Learning

被引:9
|
作者
Goldstein, Benjamin A. [1 ,2 ]
Carlson, David [1 ,2 ,3 ]
Bhavsar, Nrupen A. [4 ]
机构
[1] Duke Univ, Sch Med, Dept Biostat & Bioinformat, Durham, NC USA
[2] Duke Clin Res Inst, Ctr Predict Med, Durham, NC USA
[3] Duke Univ, Pratt Sch Engn, Dept Civil & Environm Engn, Durham, NC USA
[4] Duke Univ, Sch Med, Dept Med, Durham, NC 27706 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1001/jamanetworkopen.2018.1568
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:3
相关论文
共 50 条
  • [41] Big Data and Machine Learning in Health Care
    Beam, Andrew L.
    Kohane, Isaac S.
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2018, 319 (13): : 1317 - 1318
  • [42] INFLUENCE OF KNOWLEDGE AND TYPE OF OBJECTIVES ON SUBJECT-MATTER LEARNING
    JENKINS, JR
    DENO, SL
    [J]. JOURNAL OF EDUCATIONAL PSYCHOLOGY, 1971, 62 (01) : 67 - &
  • [43] Teacher Learning of Subject Matter Knowledge Through an Educative Curriculum
    Noh, Jihwa
    Webb, Matthew
    [J]. JOURNAL OF EDUCATIONAL RESEARCH, 2015, 108 (04): : 292 - 305
  • [44] Machine learning based feature selection and knowledge reasoning for CBR system under big data
    Guo, Yuan
    Zhang, Bing
    Sun, Y.
    Jiang, K.
    Wu, K.
    [J]. Pattern Recognition, 2021, 112
  • [45] Machine learning based feature selection and knowledge reasoning for CBR system under big data
    Guo, Yuan
    Zhang, Bing
    Sun, Y.
    Jiang, K.
    Wu, K.
    [J]. PATTERN RECOGNITION, 2021, 112
  • [46] Semantics, knowledge, and grids at the age of big data and AI
    Hai Zhuge
    Sun, Xiaoping
    [J]. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 31 (03):
  • [47] Data Science: Big Data, Machine Learning, and Artificial Intelligence
    Carlos, Ruth C.
    Kahn, Charles E.
    Halabi, Safwan
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY, 2018, 15 (03) : 497 - 498
  • [48] Machine Learning and Big Data Implementation on Health Care data
    Sasubilli, Gopinadh
    Kumar, Abhishek
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 859 - 864
  • [49] The basics of data, big data, and machine learning in clinical practice
    David Soriano-Valdez
    Ingris Pelaez-Ballestas
    Amaranta Manrique de Lara
    Alfonso Gastelum-Strozzi
    [J]. Clinical Rheumatology, 2021, 40 : 11 - 23
  • [50] A REVIEW ON THE SIGNIFICANCE OF MACHINE LEARNING FOR DATA ANALYSIS IN BIG DATA
    Kolisetty, Vishnu Vandana
    Rajput, Dharmendra Singh
    [J]. JORDANIAN JOURNAL OF COMPUTERS AND INFORMATION TECHNOLOGY, 2020, 6 (01): : 41 - 57