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Citing this Article

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Published on 29.08.17 in Vol 6, No 8 (2017): August

This paper is in the following e-collection/theme issue:

Works citing "Automating Construction of Machine Learning Models With Clinical Big Data: Proposal Rationale and Methods"

According to Crossref, the following articles are citing this article (DOI 10.2196/resprot.7757):

(note that this is only a small subset of citations)

  1. Luo G. A roadmap for semi-automatically extracting predictive and clinically meaningful temporal features from medical data for predictive modeling. Global Transitions 2019;1:61
    CrossRef
  2. Wang H, Hsu W, Lee M, Weng H, Chang S, Yang J, Tsai Y. Automatic Machine-Learning-Based Outcome Prediction in Patients With Primary Intracerebral Hemorrhage. Frontiers in Neurology 2019;10
    CrossRef
  3. Luo G, Stone BL, Koebnick C, He S, Au DH, Sheng X, Murtaugh MA, Sward KA, Schatz M, Zeiger RS, Davidson GH, Nkoy FL. Using Temporal Features to Provide Data-Driven Clinical Early Warnings for Chronic Obstructive Pulmonary Disease and Asthma Care Management: Protocol for a Secondary Analysis. JMIR Research Protocols 2019;8(6):e13783
    CrossRef
  4. Alaa AM, van der Schaar M. Prognostication and Risk Factors for Cystic Fibrosis via Automated Machine Learning. Scientific Reports 2018;8(1)
    CrossRef
  5. Luo G. Progress Indication for Machine Learning Model Building. ACM SIGKDD Explorations Newsletter 2018;20(2):1
    CrossRef
  6. D’Argenio V. The High-Throughput Analyses Era: Are We Ready for the Data Struggle?. High-Throughput 2018;7(1):8
    CrossRef
  7. Luo G, Tarczy-Hornoch P, Wilcox AB, Lee ES. Identifying Patients Who Are Likely to Receive Most of Their Care From a Specific Health Care System: Demonstration via Secondary Analysis. JMIR Medical Informatics 2018;6(4):e12241
    CrossRef
  8. Zeng X, Luo G. Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection. Health Information Science and Systems 2017;5(1)
    CrossRef
  9. Luo G. Toward a Progress Indicator for Machine Learning Model Building and Data Mining Algorithm Execution. ACM SIGKDD Explorations Newsletter 2017;19(2):13
    CrossRef

According to Crossref, the following books are citing this article (DOI 10.2196/resprot.7757)

:
  1. Sacchini D, Spagnolo AG. Clinical Ethics At the Crossroads of Genetic and Reproductive Technologies. 2018. :131
    CrossRef