Tom Lawton
Orcid: 0000-0003-1351-8127
According to our database1,
Tom Lawton
authored at least 18 papers
between 2019 and 2024.
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Bibliography
2024
Balancing Acts: Tackling Data Imbalance in Machine Learning for Predicting Myocardial Infarction in Type 2 Diabetes.
Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024
Development and translation of human-AI interaction models into working prototypes for clinical decision-making.
Proceedings of the Designing Interactive Systems Conference, 2024
2023
The Impact of Training Data Shortfalls on Safety of AI-Based Clinical Decision Support Systems.
Proceedings of the Computer Safety, Reliability, and Security, 2023
Predicting Progression of Type 2 Diabetes Using Primary Care Data with the Help of Machine Learning.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023
The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
Nat. Mac. Intell., September, 2022
IEEE Trans. Emerg. Top. Comput., 2022
Proceedings of the Process Mining Workshops, 2022
Proceedings of the IEEE Evaluation and Beyond, 2022
2021
J. Biomed. Informatics, 2021
Prediction of weaning from mechanical ventilation using Convolutional Neural Networks.
Artif. Intell. Medicine, 2021
Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology.
Health Informatics J., 2020
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models.
CoRR, 2020
Mind the gaps: Assuring the safety of autonomous systems from an engineering, ethical, and legal perspective.
Artif. Intell., 2020
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019