Zobrazeno 1 - 10 of 51 pro vyhledávání: '"Nick McDonald"'
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Akademický článek
Forecasting Patient Early Readmission from Irish Hospital Discharge Records Using Conventional Machine Learning Models
Autor: Minh-Khoi Pham, Tai Tan Mai, Martin Crane, Malick Ebiele, Rob Brennan, Marie E. Ward, Una Geary, Nick McDonald, Marija Bezbradica
Publikováno v: Diagnostics, Vol 14, Iss 21, p 2405 (2024)
Background/Objectives: Predicting patient readmission is an important task for healthcare risk management, as it can help prevent adverse events, reduce costs, and improve patient outcomes. In this paper, we compare various conventional machine learn
Externí odkaz: https://doaj.org/article/42f638dc7d0a426e82ebca899754e396
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4
Developing a Framework for Trustworthy AI-Supported Knowledge Management in the Governance of Risk and Change
Autor: Rebecca Vining, Nick McDonald, Lucy McKenna, Marie E. Ward, Brian Doyle, Junli Liang, Julio Hernandez, John Guilfoyle, Arwa Shuhaiber, Una Geary, Mary Fogarty, Rob Brennan
Publikováno v: HCI International 2022-Late Breaking Papers. Design, User Experience and Interaction ISBN: 9783031176142
Vining, Rebecca ORCID: 0000-0002-2715-8129 , McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656 , Ward, Marie E. ORCID: 0000-0002-6638-8461 , Doyle, Brian ORCID: 0000-0002-9106-9526 , Liang, Junli, Hernandez, Julio ORCID: 0000-0003-1347-9631 , Guilfoyle, John, Shuhaiber, Arwa, Geary, Una, Fogarty, Mary and Brennan, Rob ORCID: 0000-0001-8236-362X (2022) Developing a framework for trustworthy AI-supported knowledge management in the governance of risk and change. In: 24th International Conference on Human-Computer Interaction (HCI'22), 26 Jun-1 Jul 2022, Virtual. ISBN 978-3-031-17614-2
This paper proposes a framework for developing a trustworthy artificial intelligence (AI) supported knowledge management system (KMS) by integrating existing approaches to trustworthy AI, trust in data, and trust in organisations. We argue that impro
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::51a6862b523230d6e3f7e471e9da2bb0
https://doi.org/10.1007/978-3-031-17615-9_22
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5
A Mindful Governance model for ultra-safe organisations
Autor: Nick McDonald, Daniele Baranzini, Fabio Mattei, Tiziana C. Callari
Publikováno v: Safety Science. 120:753-763
Mindful organising is a key integrating concept in resolving the organisational accident. Mindful organising is both the unique source of critical information about the normal operation, as well as the key recipient of intelligence about the operatio
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::7d5a8dc00d4818c6370985bd0dfa5931
https://doi.org/10.1016/j.ssci.2019.07.031
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6
Evaluation of an Access-Risk-Knowledge (ARK) Platform for Governance of Risk and Change in Complex Socio-Technical systems
Autor: Una Healy, John Guilfoyle, Christopher Tallon, Lucy McKenna, Rob Brennan, Brian Doyle, Mary Fogarty, Nick McDonald, Julio Hernandez, Una Geary, Junli Liang, Marie Ward, Arwa Shuhaiber, Rebecca Vining, Pernilla Ulfvengren
Publikováno v: McDonald, Nick, McKenna, Lucy ORCID: 0000-0002-6035-7656 , Vining, Rebecca ORCID: 0000-0002-2715-8129 , Doyle, Brian ORCID: 0000-0002-9106-9526 , Liang, Junli, Ward, Marie E. ORCID: 0000-0002-6638-8461 , Ulfvengren, Pernilla ORCID: 0000-0002-9709-540X , Geary, Una, Guilfoyle, John, Shuhaiber, Arwa, Hernandez, Julio ORCID: 0000-0003-1347-9631 , Fogarty, Mary, Healy, Una, Tallon, Christopher and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) Evaluation of an Access-Risk-Knowledge (ARK) Platform for Governance of Risk and Change in Complex Socio-Technical systems. International Journal of Environmental Research and Public Health, 18 (23). ISSN 1660-4601
International Journal of Environmental Research and Public Health
International Journal of Environmental Research and Public Health, Vol 18, Iss 12572, p 12572 (2021)
International Journal of Environmental Research and Public Health; Volume 18; Issue 23; Pages: 12572
Three key challenges to a whole-system approach to process improvement in health systems are the complexity of socio-technical activity, the capacity to change purposefully, and the consequent capacity to proactively manage and govern the system. The
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::044071b4facc98c9c277870261b38d17
http://doras.dcu.ie/27323/
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7
A socio-technical systems analysis of the application of RFID-enabled technology to the transport of precious laboratory samples in a large acute teaching hospital
Autor: Una Geary, Marie E. Ward, Vincent Callan, Nick McDonald, Siobhán Corrigan
Publikováno v: Applied Ergonomics. 102:103759
The scale and pace of improvement in patient safety in healthcare has been unacceptably slow. A paucity of research into the application of systems-thinking concepts and a failure to appreciate health systems complexity are cited as barriers to susta
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5708df83fd24f699a2c0360010307bae
https://doi.org/10.1016/j.apergo.2022.103759
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8
ARK-Virus: an ARK platform extension for mindful risk governance of personal protective equipment use in healthcare
Autor: Nick McDonald, Natalia Duda, Rob Brennan, Lucy McKenna, Junli Liang
Publikováno v: McKenna, Lucy ORCID: 0000-0002-6035-7656 , Liang, Junli, Duda, Natalia, McDonald, Nick and Brennan, Rob ORCID: 0000-0001-8236-362X (2021) ARK-Virus: an ARK platform extension for mindful risk governance of personal protective equipment use in healthcare. In: The Web Conference, WWW'21, 19-23 Apr 2021, Ljubljana Slovenia (Online). ISBN 978-1-4503-8313-4
WWW (Companion Volume)
In this demonstration we present the Access Risk Knowledge (ARK) Platform - a socio-technical risk governance system. Through the ARK Virus Project, the ARK Platform has been extended for risk management of personal protective equipment (PPE) in heal
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7398b38749ab45e81ab1013930eea3ad
http://doras.dcu.ie/25926/
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10
Integrating operational and risk information with system risk models in air traffic control
Autor: Nick McDonald, Stathis Malakis, Tom Kontogiannis
Publikováno v: Cognition, Technology & Work. 19:345-361
The next generation Air Transport Management (ATM) requires performance-based safety management that is fully integrated into seamless operational management. To realize this objective, a framework is proposed in this article that structures risk inf
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::a30e85d1cdc74901ebbd30dec787977c
https://doi.org/10.1007/s10111-017-0409-3
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