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2020 – today
- 2024
[c10]Muhammad Hussain
, Ioanna Iacovides, Tom Lawton, Vishal Sharma, Zoë Porter, Alice Cunningham, Ibrahim Habli, Shireen Hickey, Yan Jia, Phillip Morgan, Nee Ling Wong:
Development and translation of human-AI interaction models into working prototypes for clinical decision-making. Conference on Designing Interactive Systems 2024- [c9]Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli:
Balancing Acts: Tackling Data Imbalance in Machine Learning for Predicting Myocardial Infarction in Type 2 Diabetes. MIE 2024: 626-630 - 2023
- [c8]Yan Jia, John A. McDermid, Nathan Gerard Jayy Hughes, Mark Sujan, Tom Lawton, Ibrahim Habli:
The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems. ICHI 2023: 446-452 - [c7]Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli:
Predicting Progression of Type 2 Diabetes Using Primary Care Data with the Help of Machine Learning. MIE 2023: 38-42 - [c6]Philippa Ryan Conmy, Berk Ozturk, Tom Lawton, Ibrahim Habli:
The Impact of Training Data Shortfalls on Safety of AI-Based Clinical Decision Support Systems. SAFECOMP 2023: 213-226 - 2022
- [j6]Zoë Porter, Annette Zimmermann, Phillip Morgan, John A. McDermid, Tom Lawton, Ibrahim Habli:
Distinguishing two features of accountability for AI technologies. Nat. Mac. Intell. 4(9): 734-736 (2022) - [j5]Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli:
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. IEEE Trans. Emerg. Top. Comput. 10(4): 1746-1760 (2022) - [c5]Mai Elshehaly, Kuldeep Sohal, Tom Lawton, Maria Bryant, Mark Mon-Williams:
Creative Visualisation Opportunities Workshops: A Case Study in Population Health. BELIV 2022: 11-19 - [c4]Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu, Tom Lawton, Owen A. Johnson:
Measuring the Impact of COVID-19 on Hospital Care Pathways. ICPM Workshops 2022: 391-403 - 2021
- [j4]Yan Jia, Chaitanya Kaul, Tom Lawton, Roderick Murray-Smith, Ibrahim Habli:
Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artif. Intell. Medicine 117: 102087 (2021) - [j3]Yan Jia, Tom Lawton, John Burden, John A. McDermid, Ibrahim Habli:
Safety-driven design of machine learning for sepsis treatment. J. Biomed. Informatics 117: 103762 (2021) - [c3]Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür, Alexander Hinterleitner, Tom Lawton, Olaf Mersmann, Dessislava Peeva, Lennard Reese, Nicolas Rehbach, Frederik Rehbach, Amrita Sen, Aleksandr Subbotin, Martin Zaefferer:
Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic. CEC 2021: 728-735 - [i3]Yan Jia, Tom Lawton, John A. McDermid, Eric Rojas, Ibrahim Habli:
A Framework for Assurance of Medication Safety using Machine Learning. CoRR abs/2101.05620 (2021) - [i2]Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli:
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. CoRR abs/2109.00520 (2021) - 2020
- [j2]Simon Burton, Ibrahim Habli, Tom Lawton, John A. McDermid, Phillip Morgan, Zoë Porter:
Mind the gaps: Assuring the safety of autonomous systems from an engineering, ethical, and legal perspective. Artif. Intell. 279 (2020) - [j1]Ibrahim Habli, Yan Jia, Sean White, George Gabriel, Tom Lawton, Mark Sujan, Clive Tomsett:
Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology. Health Informatics J. 26(1) (2020) - [c2]Yan Jia, John Burden, Tom Lawton, Ibrahim Habli:
Safe Reinforcement Learning for Sepsis Treatment. ICHI 2020: 1-7 - [i1]Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton:
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. CoRR abs/2005.08381 (2020)
2010 – 2019
- 2019
- [c1]Yan Jia, Tom Lawton, Sean White, Ibrahim Habli:
Developing a Safety Case for Electronic Prescribing. MedInfo 2019: 629-633
Coauthor Index
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