Items where authors include "Lawton, Tom"

Article

Hughes, Nathan, Jia, Yan, Sujan, Mark et al. (3 more authors) (2024) Contextual design requirements for decision-support tools involved in weaning patients from mechanical ventilation in intensive care units. Applied ergonomics. 104275. ISSN 0003-6870

Mebrahtu, Teumzghi F, McInerney, Ciarán D, Benn, Jonathan et al. (7 more authors) (2023) Effect of a hospital command centre on patient safety : an interrupted time series study. BMJ Health and Care Informatics. e100653. ISSN 2632-1009

Porter, Zoe, Zimmermann, Annette, Morgan, Phillip David James orcid.org/0000-0002-8797-4216 et al. (3 more authors) (2022) Distinguishing two features of accountability for AI technologies. Nature Machine Intelligence. pp. 734-736. ISSN 2522-5839

Jia, Yan, McDermid, John Alexander orcid.org/0000-0003-4745-4272, Lawton, Tom et al. (1 more author) (2022) The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. IEEE Transactions on Emerging Topics in Computational Intelligence. ISSN 2471-285X

McInerney, Ciarán, McCrorie, Carolyn, Benn, Jonathan et al. (6 more authors) (2022) Evaluating the safety and patient impacts of an artificial intelligence command centre in acute hospital care : a mixed-methods protocol. BMJ Open. e054090. ISSN 2044-6055

Jia, Yan, Kaul, Chaitanya, Lawton, Tom et al. (2 more authors) (2021) Prediction of Weaning from Mechanical Ventilation using Convolutional Neural Networks. Artificial intelligence in medicine. 102087. ISSN 0933-3657

Jia, Yan, Lawton, Tom, Burden, John et al. (2 more authors) (2021) Safety-Driven Design of Machine Learning for Sepsis Treatment. Journal of Biomedical Informatics. 103762. ISSN 1532-0464

Habli, Ibrahim orcid.org/0000-0003-2736-8238, Alexander, Rob orcid.org/0000-0003-3818-0310, Hawkins, Richard David orcid.org/0000-0001-7347-3413 et al. (4 more authors) (2020) Enhancing COVID-19 decision making by creating an assurance case for epidemiological models. BMJ Health and Care Informatics. pp. 1-5. ISSN 2632-1009

Habli, Ibrahim orcid.org/0000-0003-2736-8238, Lawton, Tom and Porter, Zoe (2020) Artificial intelligence in health care: accountability and safety. Bulletin of the world health organization. pp. 251-256. ISSN 0042-9686

Burton, Simon, Habli, Ibrahim orcid.org/0000-0003-2736-8238, Lawton, Tom et al. (3 more authors) (2019) Mind the Gaps: Assuring the Safety of Autonomous Systems from an Engineering, Ethical, and Legal Perspective. Artificial Intelligence. 103201. ISSN 0004-3702

Habli, Ibrahim orcid.org/0000-0003-2736-8238, Jia, Yan, White, Sean Paul et al. (4 more authors) (2019) Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology. Health informatics journal. ISSN 1460-4582

Book Section

Ozturk, Berk, Lawton, Tom, Smith, Stephen orcid.org/0000-0002-6885-2643 et al. (1 more author) (2023) Predicting Progression of Type 2 Diabetes Using Primary Care Data with the Help of Machine Learning. In: Caring is Sharing. Studies in health technology and informatics . , pp. 38-42.

Proceedings Paper

Ryan Conmy, Philippa Mary orcid.org/0000-0003-1307-5207, Ozturk, Berk, Habli, Ibrahim orcid.org/0000-0003-2736-8238 et al. (1 more author) (2023) The Impact of Training Data Shortfalls on Safety of AI-based Clinical Decision Support Systems. In: SAFECOMP 2023 (42nd International Conference on Computer Safety, Reliability and Security). International Conference on Computer Safety, Reliability and Security, 20-22 Sep 2023. , FRA .

Jia, Yan, McDermid, John orcid.org/0000-0003-4745-4272, Hughes, Nathan et al. (3 more authors) (2023) The need for the human-centred explanation for ML-based clinical decision support systems. In: Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. 11th IEEE International Conference on Healthcare Informatics, ICHI 2023, 26-29 Jun 2023. Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023 . IEEE , USA , pp. 446-452.

Jia, Yan, Burden, John, Lawton, Tom et al. (1 more author) (2020) Safe Reinforcement Learning for Sepsis Treatment. In: 8th IEEE International Conference on Healthcare Informatics. UNSPECIFIED. .

Jia, Yan, Lawton, Tom, White, Sean Paul et al. (1 more author) (2019) Developing a Safety Case for Electronic Prescribing. In: Studies in Health Technology and Informatics:MEDINFO2019. UNSPECIFIED. , pp. 629-633.

Preprint

Jia, Yan, Lawton, Tom, McDermid, John Alexander orcid.org/0000-0003-4745-4272 et al. (2 more authors) (2021) A Framework for Assurance of Medication Safety using Machine Learning. [Preprint]