Research output per year
Research output per year
- 21 results
Search results
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2024
Clinicians risk becoming 'liability sinks' for artificial intelligence
Lawton, T., Morgan, P., Porter, Z., Hickey, S., Cunningham, A., Hughes, N., Iacovides, I., Jia, Y., Sharma, V. & Habli, I., 13 Mar 2024, In: Future Healthcare Journal. 11, 1, 5 p., 100007.Research output: Contribution to journal › Article › peer-review
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Contextual design requirements for decision-support tools involved in weaning patients from mechanical ventilation in intensive care units
Hughes, N., Jia, Y., Sujan, M., Lawton, T., Habli, I. & McDermid, J. A., 1 Jul 2024, In: Applied ergonomics. 118, 17 p., 104275.Research output: Contribution to journal › Article › peer-review
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Development and Translation of Human-AI Interaction Models into Working Prototypes for Clinical Decision-making
Hussain, M., Iacovides, J., Lawton, T., Sharma, V., Porter, Z., Cunningham, A., Habli, I., Hickey, S., Wong, N. L., Jia, Y. & Morgan, P. D. J., 5 Jul 2024, Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024. Vallgarda, A., Jonsson, L., Fritsch, J., Alaoui, S. F. & Le Dantec, C. A. (eds.). Association for Computing Machinery, Inc, p. 1607-1619 13 p. (Proceedings of the 2024 ACM Designing Interactive Systems Conference, DIS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The Safety of Autonomy: A Systematic Approach
McDermid, J. A., Calinescu, R., Habli, I., Hawkins, R., Jia, Y., Molloy, J., Osborne, M., Paterson, C., Porter, Z. & Ryan Conmy, P., 3 Apr 2024, In: Computer. 57, 4, p. 16-25 10 p.Research output: Contribution to journal › Article › peer-review
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2023
AI for Lawyers: A Gentle Introduction
McDermid, J. A., Jia, Y. & Habli, I., 2023, (Accepted/In press) The Cambridge Handbook of Private Law and Artificial Intelligence. Lim, E. & Morgan, P. (eds.). Cambridge University PressResearch output: Chapter in Book/Report/Conference proceeding › Chapter
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The need for the human-centred explanation for ML-based clinical decision support systems
Jia, Y., McDermid, J., Hughes, N., Sujan, M., Lawton, T. & Habli, I., 2023, Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023. IEEE, p. 446-452 7 p. (Proceedings - 2023 IEEE 11th International Conference on Healthcare Informatics, ICHI 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2022
Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment
Festor, P., Jia, Y., Gordon, A., Faisal, A., Habli, I. & Komorowski, M., 17 Jul 2022, In: BMJ Health and Care Informatics.Research output: Contribution to journal › Article › peer-review
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Consumerism, Contradictions, Counterfactuals: Shaping the Evolution of Safety Engineering
McDermid, J. A., Porter, Z. & Jia, Y., 8 Feb 2022, Safer Systems: The Next 30 Years: Proceedings of the 30th Safety-Critical Systems Symposium. Parsons, M. & Nicholson, M. (eds.). Safety Critical Systems Club, Vol. 170. p. 15-36 22 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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The Role of Explainability in Assuring Safety of Machine Learning in Healthcare
Jia, Y., McDermid, J. A., Lawton, T. & Habli, I., 5 May 2022, (E-pub ahead of print) In: IEEE Transactions on Emerging Topics in Computational Intelligence. 14 p.Research output: Contribution to journal › Article › peer-review
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2021
A Framework for Assurance of Medication Safety using Machine Learning
Jia, Y., Lawton, T., McDermid, J. A., Rojas, E. & Habli, I., 11 Jan 2021, (arXiv).Research output: Working paper › Preprint
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Artificial intelligence explainability: the technical and ethical dimensions
McDermid, J. A., Jia, Y., Porter, Z. & Habli, I., 16 Aug 2021, (E-pub ahead of print) In: Philosophical Transactions: Mathematical, Physical and Engineering Sciences. 379, 2207, 20200363.Research output: Contribution to journal › Article › peer-review
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Enhancing the Value of Counterfactual Explanations for Deep Learning
Jia, Y., McDermid, J. A. & Habli, I., 15 Jun 2021, AIME 2021 : Artificial Intelligence in Medicine in Europe.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)
Hawkins, R. D., Paterson, C., Picardi, C., Jia, Y., Calinescu, R. & Habli, I., 3 Feb 2021Research output: Book/Report › Commissioned report
Open Access -
Levels of Autonomy and Safety Assurance for AI-based Clinical Decision Systems
Festor, P., Habli, I., Jia, Y., Gordon, A., Faisal, A. & Komorowski, M., 7 Sept 2021, SAFECOMP 2021 Workshops. ACM, p. 291-296 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Prediction of Weaning from Mechanical Ventilation using Convolutional Neural Networks
Jia, Y., Kaul, C., Lawton, T., Murray-Smith, R. & Habli, I., 5 May 2021, (E-pub ahead of print) In: Artificial intelligence in medicine. 117, 8 p., 102087.Research output: Contribution to journal › Article › peer-review
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Safety-Driven Design of Machine Learning for Sepsis Treatment
Jia, Y., Lawton, T., Burden, J., McDermid, J. A. & Habli, I., May 2021, In: Journal of Biomedical Informatics. 117, 16 p., 103762.Research output: Contribution to journal › Article › peer-review
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2020
Safe Reinforcement Learning for Sepsis Treatment
Jia, Y., Burden, J., Lawton, T. & Habli, I., 30 Nov 2020, 8th IEEE International Conference on Healthcare Informatics .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Safety of Artificial Intelligence: A Collaborative Model
McDermid, J. A. & Jia, Y., 2020, AISafety@IJCAI. CEUR Workshop ProceedingsResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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2019
Developing a Safety Case for Electronic Prescribing
Jia, Y., Lawton, T., White, S. P. & Habli, I., Aug 2019, Studies in Health Technology and Informatics: MEDINFO2019. Vol. 264. p. 629-633 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology
Habli, I., Jia, Y., White, S. P., Gabriel, G., Lawton, T., Sujan, M. & Tomsett, C., 5 Jun 2019, In: Health informatics journal. 20 p.Research output: Contribution to journal › Article › peer-review
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Towards a Framework for Safety Assurance of Autonomous Systems
McDermid, J. A., Jia, Y. & Habli, I., 11 Aug 2019, Artificial Intelligence Safety 2019. Espinoza, H., Yu, H., Huang, X., Lecue, F., Chen, C., Hernandex-Orallo, J., o hEigeartaigh, S. & Mallah, R. (eds.). CEUR Workshop Proceedings, Vol. 2419. p. 1-7 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile