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Yan Jia
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Guidance on the assurance of machine learning in autonomous systems (AMLAS)
R Hawkins, C Paterson, C Picardi, Y Jia, R Calinescu, I Habli
arXiv preprint arXiv:2102.01564, 2021
892021
Artificial intelligence explainability: the technical and ethical dimensions
JA McDermid, Y Jia, Z Porter, I Habli
Philosophical Transactions of the Royal Society A 379 (2207), 20200363, 2021
862021
The role of explainability in assuring safety of machine learning in healthcare
Y Jia, J McDermid, T Lawton, I Habli
IEEE Transactions on Emerging Topics in Computing, 2022
592022
Prediction of weaning from mechanical ventilation using convolutional neural networks
Y Jia, C Kaul, T Lawton, R Murray-Smith, I Habli
Artificial intelligence in medicine 117, 102087, 2021
532021
Towards a framework for safety assurance of autonomous systems
JA McDermid, Y Jia, I Habli
Artificial Intelligence Safety 2019, 1-7, 2019
442019
Assuring the safety of AI-based clinical decision support systems: a case study of the AI Clinician for sepsis treatment
P Festor, Y Jia, AC Gordon, AA Faisal, I Habli, M Komorowski
BMJ health & care informatics 29 (1), 2022
242022
Safe reinforcement learning for sepsis treatment
Y Jia, J Burden, T Lawton, I Habli
2020 IEEE International conference on healthcare informatics (ICHI), 1-7, 2020
232020
Safety-driven design of machine learning for sepsis treatment
Y Jia, T Lawton, J Burden, J McDermid, I Habli
Journal of Biomedical Informatics 117, 103762, 2021
142021
A framework for assurance of medication safety using machine learning
Y Jia, T Lawton, J McDermid, E Rojas, I Habli
arXiv preprint arXiv:2101.05620, 2021
122021
Levels of autonomy and safety assurance for AI-Based clinical decision systems
P Festor, I Habli, Y Jia, A Gordon, AA Faisal, M Komorowski
Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops: DECSoS …, 2021
102021
Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology
I Habli, Y Jia, S White, G Gabriel, T Lawton, M Sujan, C Tomsett
Health informatics journal 26 (1), 683-702, 2020
92020
Enhancing the value of counterfactual explanations for deep learning
Y Jia, J McDermid, I Habli
International Conference on Artificial Intelligence in Medicine, 389-394, 2021
72021
Safety of Artificial Intelligence: A Collaborative Model.
JA McDermid, Y Jia
AISafety@ IJCAI, 2020
62020
Developing a safety case for electronic prescribing
Y Jia, T Lawton, S White, I Habli
MEDINFO 2019: Health and Wellbeing e-Networks for All, 629-633, 2019
62019
Clinicians risk becoming ‘liability sinks’ for artificial intelligence
T Lawton, P Morgan, Z Porter, S Hickey, A Cunningham, N Hughes, ...
Future Healthcare Journal 11 (1), 2024
42024
Improving medication safety using machine learning
Y Jia
AIME 2019, 2019
42019
The need for the human-centred explanation for ML-based clinical decision support systems
Y Jia, J McDermid, N Hughes, M Sujan, T Lawton, I Habli
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI …, 2023
32023
AI for Lawyers: A Gentle Introduction
JA McDermid, Y Jia, I Habli
The Cambridge Handbook of Private Law and Artificial Intelligence, 2023
2023
A novel high performance SemiSJ-CSTBT with p-pillar under the bottom of the trench gate
Y Jia, H Chen, J Tan, S Lu, Y Zhu
Journal of Semiconductors 37 (8), 084003, 2016
2016
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