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journal article Jul 10, 2019

Artificial Intelligence and the Implementation Challenge

JAMES SHAW ORCID Frank Rudzicz ORCID Trevor Jamieson ORCID Avi Goldfarb ORCID
Journal of Medical Internet Research Vol. 21 No. 7 pp. e13659 · JMIR Publications Inc.
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References
65
[4]
HarwichELaycockKWilton Park2018LondonNational Health ServiceThinking On Its Own: AI in The NHS https://www.wiltonpark.org.uk/wp-content/uploads/Thinking-on-its-own-AI-in-the-NHS.pdf
[5]
Ajay, A The Economics of Artificial Intelligence: An Agenda (2019)
[7]
Making sense of implementation theories, models and frameworks

Per Nilsen

Implementation Science 10.1186/s13012-015-0242-0
[8]
Beyond Adoption: A New Framework for Theorizing and Evaluating Nonadoption, Abandonment, and Challenges to the Scale-Up, Spread, and Sustainability of Health and Care Technologies

TRISHA GREENHALGH, Joseph Wherton, Chrysanthi Papoutsi et al.

Journal of Medical Internet Research 10.2196/jmir.8775
[9]
Beyond “implementation”: digital health innovation and service design

JAMES SHAW, Payal Agarwal, Laura Desveaux et al.

npj Digital Medicine 10.1038/s41746-018-0059-8
[11]
Agrawal, A Prediction Machines: The Simple Economics of Artificial Intelligence (2018)
[15]
Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al.

Nature 10.1038/nature21056
[17]
RajpurkarPPolamreddiVBalakrishnanAResearchGate2017Cornell University LibraryMalaria likelihood prediction by effectively surveying households using deep reinforcement learning https://www.researchgate.net/publication/321324506_Malaria_Likelihood_Prediction_By_Effectively_Surveying_Households_Using_Deep_Reinforcement_Learning
[24]
CaseyDBeyanOMurphyKFelzmannHRobot-Assisted Care for Elderly With Dementia: Is There a Potential for Genuine End-User Empowerment?Proceedings of the Tenth Annual ACM/IEEE International Conference on Human-Robot Interaction Extended Abstracts2015HRI'15 Extended AbstractsMarch 2-5, 2015Portland, OR2478
[26]
Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science

Laura J Damschroder, David C Aron, Rosalind E Keith et al.

Implementation Science 10.1186/1748-5908-4-50
[28]
Automation bias and verification complexity: a systematic review

David Lyell, Enrico Coiera

Journal of the American Medical Informatics Associ... 10.1093/jamia/ocw105
[29]
Health Care Robotics: Qualitative Exploration of Key Challenges and Future Directions

Kathrin Cresswell, Sarah Cunningham-Burley, Aziz Sheikh

Journal of Medical Internet Research 10.2196/10410
[32]
AgrawalAGansJGoldfarbAWSB Wiki2018TorontoUniversity of TorontoThe Labor Market Impact of Artificial Intelligence https://wiki.bus.wisc.edu/download/attachments/45908081/AGG_2018_10_15.pdf?version=1&modificationDate=1549310002037&api=v2
[37]
RossiRAAhmedNKThe Network Data Repository with Interactive Graph Analytics and VisualizationProceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence2015AAAI'15January 25-30, 2015Austin Texas42923
[38]
SamekWWiegandTMüllerKRarXiv2017Explainable artificial intelligence: understanding, visualizing and interpreting deep learning models https://arxiv.org/pdf/1708.08296.pdf
[46]
CulnaneCRubinsteinBTeagueVarXiv2017Health data in an open world https://arxiv.org/ftp/arxiv/papers/1712/1712.05627.pdf
[49]
HigginbottomKForbes2018The pros and cons of algorithms in recruitment https://www.forbes.com/sites/karenhigginbottom/2018/10/19/the-pros-and-cons-of-algorithms-in-recruitment/#79f3658b7340
[50]
TsymbalAResearchGate2004Computer Science Department, Trinity College DublinThe problem of concept drift: definitions and related work https://www.researchgate.net/publication/228723141_The_Problem_of_Concept_Drift_Definitions_and_Related_Work

Showing 50 of 65 references

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Artificial intelligence for the echocardiographic assessment of valvular heart disease

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An Overview of Artificial Intelligence in Oncology

Eduardo Farina, Jacqueline J Nabhen · 2022

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Clinical Implementation of Predictive Models Embedded within Electronic Health Record Systems: A Systematic Review

Terrence C. Lee, Neil U. Shah · 2020

Informatics
Metrics
319
Citations
65
References
Details
Published
Jul 10, 2019
Vol/Issue
21(7)
Pages
e13659
Authors
J
JAMES SHAW
F
Frank Rudzicz

Surgical Safety Technologies, Toronto, Ontario, Canada

T
Trevor Jamieson
A
Avi Goldfarb

Rotman School of Management, University of Toronto, Toronto, Ontario M5S 3E6, Canada

Cite This Article
JAMES SHAW, Frank Rudzicz, Trevor Jamieson, et al. (2019). Artificial Intelligence and the Implementation Challenge. Journal of Medical Internet Research, 21(7), e13659. https://doi.org/10.2196/13659
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