Items where authors include "Jia, Yan"

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

McDermid, John Alexander orcid.org/0000-0003-4745-4272, Calinescu, Radu orcid.org/0000-0002-2678-9260, Habli, Ibrahim orcid.org/0000-0003-2736-8238 et al. (7 more authors) (2024) The Safety of Autonomy : A Systematic Approach. Computer. pp. 16-25. ISSN 0018-9162

Festor, Paul, Jia, Yan, Gordon, Anthony et al. (3 more authors) (2022) Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment. BMJ Health and Care Informatics. ISSN 2632-1009

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

McDermid, John Alexander orcid.org/0000-0003-4745-4272, Jia, Yan, Porter, Zoe et al. (1 more author) (2021) Artificial intelligence explainability : the technical and ethical dimensions. Philosophical Transactions: Mathematical, Physical and Engineering Sciences. 20200363. ISSN 1471-2962

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, 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

Proceedings Paper

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.

Festor, Paul, Habli, Ibrahim orcid.org/0000-0003-2736-8238, Jia, Yan et al. (3 more authors) (2021) Levels of Autonomy and Safety Assurance for AI-based Clinical Decision Systems. In: SAFECOMP 2021 Workshops. UNSPECIFIED. ACM , pp. 291-296.

Jia, Yan, McDermid, John Alexander orcid.org/0000-0003-4745-4272 and Habli, Ibrahim orcid.org/0000-0003-2736-8238 (2021) Enhancing the Value of Counterfactual Explanations for Deep Learning. In: AIME 2021 : Artificial Intelligence in Medicine in Europe. UNSPECIFIED. .

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. .

McDermid, John Alexander orcid.org/0000-0003-4745-4272, Jia, Yan and Habli, Ibrahim orcid.org/0000-0003-2736-8238 (2019) Towards a Framework for Safety Assurance of Autonomous Systems. In: Espinoza, Huascar, Yu, Han, Huang, Xiaowei, Lecue, Freddy, Chen, Cynthia, Hernandex-Orallo, Jose, o hEigeartaigh, Sean and Mallah, Richard, (eds.) Artificial Intelligence Safety 2019. UNSPECIFIED. CEUR Workshop Proceedings , pp. 1-7.

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]