Tom Lawton

According to our database, Tom Lawton authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Balancing Acts: Tackling Data Imbalance in Machine Learning for Predicting Myocardial Infarction in Type 2 Diabetes.

Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli

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.

Muhammad Hussain, Ioanna Iacovides, Tom Lawton, Vishal Sharma, Zoë Porter, Alice Cunningham, Ibrahim Habli, Shireen Hickey, Yan Jia, Phillip Morgan, Nee Ling Wong

Proceedings of the Designing Interactive Systems Conference, 2024

2023

The Impact of Training Data Shortfalls on Safety of AI-Based Clinical Decision Support Systems.

Philippa Ryan Conmy, Berk Ozturk, Tom Lawton, Ibrahim Habli

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.

Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli

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.

Yan Jia, John A. McDermid, Nathan Gerard Jayy Hughes, Mark Sujan, Tom Lawton, Ibrahim Habli

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2022

Distinguishing two features of accountability for AI technologies.

Zoë Porter, Annette Zimmermann, Phillip Morgan, John A. McDermid, Tom Lawton, Ibrahim Habli

Nat. Mac. Intell., September, 2022

The Role of Explainability in Assuring Safety of Machine Learning in Healthcare.

Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli

IEEE Trans. Emerg. Top. Comput., 2022

Measuring the Impact of COVID-19 on Hospital Care Pathways.

Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu, Tom Lawton, Owen A. Johnson

Proceedings of the Process Mining Workshops, 2022

Creative Visualisation Opportunities Workshops: A Case Study in Population Health.

Mai Elshehaly, Kuldeep Sohal, Tom Lawton, Maria Bryant, Mark Mon-Williams

Proceedings of the IEEE Evaluation and Beyond, 2022

2021

Safety-driven design of machine learning for sepsis treatment.

Yan Jia, Tom Lawton, John Burden, John A. McDermid, Ibrahim Habli

J. Biomed. Informatics, 2021

A Framework for Assurance of Medication Safety using Machine Learning.

Yan Jia, Tom Lawton, John A. McDermid, Eric Rojas, Ibrahim Habli

CoRR, 2021

Prediction of weaning from mechanical ventilation using Convolutional Neural Networks.

Yan Jia, Chaitanya Kaul, Tom Lawton, Roderick Murray-Smith, Ibrahim Habli

Artif. Intell. Medicine, 2021

Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic.

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

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.

Ibrahim Habli, Yan Jia, Sean White, George Gabriel, Tom Lawton, Mark Sujan, Clive Tomsett

Health Informatics J., 2020

Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models.

Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton

CoRR, 2020

Mind the gaps: Assuring the safety of autonomous systems from an engineering, ethical, and legal perspective.

Simon Burton, Ibrahim Habli, Tom Lawton, John A. McDermid, Phillip Morgan, Zoë Porter

Artif. Intell., 2020

Safe Reinforcement Learning for Sepsis Treatment.

Yan Jia, John Burden, Tom Lawton, Ibrahim Habli

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

2019

Developing a Safety Case for Electronic Prescribing.

Yan Jia, Tom Lawton, Sean White, Ibrahim Habli

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019