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Artificial intelligence

Artificial intelligence is the branch of computer science dealing with the simulation of intelligent behavior in computers 1) 2) 3).

Artificial intelligence by means of machine learning (ML) is entering the realm of medicine at an increasing pace and has been tested in a variety of clinical applications ranging from diagnosis to outcome prediction 4) 5).

The creation of medical notes in software applications poses an intrinsic problem in workflow as the technology inherently intervenes in the processes of collecting and assembling information, as well as the production of a data-driven note that meets both individual and healthcare system requirements. In addition, the note writing applications in currently available electronic health records (EHRs) do not function to support decision making to any substantial degree.

Deliberato et al. suggest that artificial intelligence (AI) could be utilized to facilitate the workflows of the data collection and assembly processes, as well as to support the development of personalized, yet data-driven assessments and plans 6).


Mathematically modeling are used in the natural sciences (such as physics, biology, earth science, meteorology) and engineering disciplines (such as computer science, artificial intelligence), as well as in the social sciences (such as economics, psychology, sociology, political science).


Machine learning (ML) is a domain of artificial intelligence that allows computer algorithms to learn from experience without being explicitly programmed.

1)
Ghahramani Z. Probabilistic machine learning and artificial intelligence. Nature . 2015;521(7553):452-459.
2)
Obermeyer Z, Emanuel EJ. Predicting the future - big data, machine learning, and clinical medicine. N Engl J Med . 2016;375(13):1216-1219.
3)
Jordan MI, Mitchell TM. Machine learning: trends, perspectives, and prospects. Science . 2015;349(6245):255-260.
4)
Deo RC. Machine learning in medicine. Circulation . 2015;132(20):1920-1930
5)
zimi P, Mohammadi HR, Benzel EC, Shahzadi S, Azhari S, Montazeri A. Artificial neural networks in neurosurgery. J Neurol Neurosurg Psychiatry . 2015;86(3):251-256.
6)
Deliberato RO, Celi LA, Stone DJ. Clinical Note Creation, Binning, and Artificial Intelligence. JMIR Med Inform. 2017 Aug 3;5(3):e24. doi: 10.2196/medinform.7627. PubMed PMID: 28778845.
artificial_intelligence.txt · Last modified: 2018/07/21 12:20 by administrador