Research output per year
Research output per year
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
Open AccessFile -
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
Open AccessFile -
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
Open AccessFile -
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
Open AccessFile -
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
Open AccessFile -
2021
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
Open AccessFile -
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
Open AccessFile -
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
Open AccessFile -
2019
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
Open AccessFile