Artificial Intelligence as a Decision Tool for Efficient Strategic and Operational Management

Author(s):  
Marc Knoppe
2020 ◽  
Vol 1 (29(56)) ◽  
pp. 36-41
Author(s):  
A.A. Belyh ◽  
V.V. Shirokova

This article dedicated to solving the problem in the field of operational management of the railway station using neural networks. The article outlines the basic principles of the software and examines its architecture. The technological schedule of the station attendant with the use of artificial intelligence proposed. An assessment of the impact of artificial intelligence on operational control in the operation of the control room carried out.


PLoS ONE ◽  
2021 ◽  
Vol 16 (11) ◽  
pp. e0260471
Author(s):  
Simon J. Federer ◽  
Gareth G. Jones

There is a growing interest in the application of artificial intelligence (AI) to orthopaedic surgery. This review aims to identify and characterise research in this field, in order to understand the extent, range and nature of this work, and act as springboard to stimulate future studies. A scoping review, a form of structured evidence synthesis, was conducted to summarise the use of AI in orthopaedics. A literature search (1946–2019) identified 222 studies eligible for inclusion. These studies were predominantly small and retrospective. There has been significant growth in the number of papers published in the last three years, mainly from the USA (37%). The majority of research used AI for image interpretation (45%) or as a clinical decision tool (25%). Spine (43%), knee (23%) and hip (14%) were the regions of the body most commonly studied. The application of artificial intelligence to orthopaedics is growing. However, the scope of its use so far remains limited, both in terms of its possible clinical applications, and the sub-specialty areas of the body which have been studied. A standardized method of reporting AI studies would allow direct assessment and comparison. Prospective studies are required to validate AI tools for clinical use.


Author(s):  
David L. Poole ◽  
Alan K. Mackworth

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