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Review
. 2018 Mar 28;56(4):516-524.
doi: 10.1515/cclm-2017-0287.

Machine learning in laboratory medicine: waiting for the flood?

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Free article
Review

Machine learning in laboratory medicine: waiting for the flood?

Federico Cabitza et al. Clin Chem Lab Med. .
Free article

Abstract

This review focuses on machine learning and on how methods and models combining data analytics and artificial intelligence have been applied to laboratory medicine so far. Although still in its infancy, the potential for applying machine learning to laboratory data for both diagnostic and prognostic purposes deserves more attention by the readership of this journal, as well as by physician-scientists who will want to take advantage of this new computer-based support in pathology and laboratory medicine.

Keywords: artificial intelligence; diagnostic aids; literature review; machine learning.

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References

    1. Darcy AM, Louie AK, Roberts LW. Machine learning and the profession of medicine. J Am Med Assoc 2016;315:551–2.
    1. Deo RC. Machine learning in medicine. Circulation 2015;132:1920–30.
    1. Obermeyer Z, Emanuel EJ. Predicting the future – big data, machine learning, and clinical medicine. N Engl J Med 2016;375:1216.
    1. Mitchell TM. Machine learning. McGraw Hill series in computer science, 1997.
    1. Domingos P. A few useful things to know about machine learning. Commun ACM 2012;55:78–87.

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