Tom Lawton - RankMe

26 papers A 1B 2Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Design Principles for Human-Centred Explainable AI: A Scoping Review. ACM Trans. Interact. Intell. Syst. Nathan Gerard Jayy Hughes, Yan Jia, Mark Sujan, Tom Lawton, Ibrahim Habli, John A. McDermid
2025	—	`conf`	Does Not Impute! Performance and Ethical Implications of Missing Data for an AI-Based Diabetes Co-morbidity Predictor. SAFECOMP (Workshops) Philippa Ryan, Berk Ozturk, Laura Fearnley, Tom Lawton, Ibrahim Habli
2025	J	`jnl`	Evaluating Metrics for Safety with LLM-as-Judges. CoRR Kester Dean Clegg, Richard Hawkins, Ibrahim Habli, Tom Lawton
2025	J	`jnl`	INSYTE: A Classification Framework for Traditional to Agentic AI Systems. ACM Trans. Auton. Adapt. Syst. Zoë Porter, Radu Calinescu, Ernest Lim, Victoria J. Hodge, Philippa Ryan, Simon Burton, Ibrahim Habli, Tom Lawton, John A. McDermid, John Molloy, Helen Monkhouse, Phillip Morgan, Paul Noordhof, Colin Paterson, Isobel Standen, Jie Zou
2025	J	`jnl`	MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation. CoRR Ernest Lim, Yajie Vera He, Jared Joselowitz, Kate Preston, Mohita Chowdhury, Louis Williams, Aisling Higham, Katrina Mason, Mariane Melo, Tom Lawton, Yan Jia, Ibrahim Habli
2025	J	`jnl`	Metrics that matter: Evaluating image quality metrics for medical image generation. CoRR Yash Deo, Yan Jia, Toni Lassila, William A. P. Smith, Tom Lawton, Siyuan Kang, Alejandro F. Frangi, Ibrahim Habli
2025	J	`jnl`	The case for delegated AI autonomy for Human AI teaming in healthcare. CoRR Yan Jia, Harriet Evans, Zoë Porter, Simon Graham, John A. McDermid, Tom Lawton, David R. J. Snead, Ibrahim Habli
2024	—	`conf`	Balancing Acts: Tackling Data Imbalance in Machine Learning for Predicting Myocardial Infarction in Type 2 Diabetes. MIE Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli
2024	A	`conf`	Development and translation of human-AI interaction models into working prototypes for clinical decision-making. Conference on Designing Interactive Systems Muhammad Hussain, Ioanna Iacovides, Tom Lawton, Vishal Sharma, Zoë Porter, Alice Cunningham, Ibrahim Habli, Shireen Hickey, Yan Jia, Phillip Morgan, Nee Ling Wong
2023	—	`conf`	Predicting Progression of Type 2 Diabetes Using Primary Care Data with the Help of Machine Learning. MIE Berk Ozturk, Tom Lawton, Stephen Smith, Ibrahim Habli
2023	B	`conf`	The Impact of Training Data Shortfalls on Safety of AI-Based Clinical Decision Support Systems. SAFECOMP Philippa Ryan Conmy, Berk Ozturk, Tom Lawton, Ibrahim Habli
2023	—	`conf`	The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems. ICHI Yan Jia, John A. McDermid, Nathan Gerard Jayy Hughes, Mark Sujan, Tom Lawton, Ibrahim Habli
2022	—	`conf`	Creative Visualisation Opportunities Workshops: A Case Study in Population Health. BELIV Mai Elshehaly, Kuldeep Sohal, Tom Lawton, Maria Bryant, Mark Mon-Williams
2022	J	`jnl`	Distinguishing two features of accountability for AI technologies. Nat. Mac. Intell. Zoë Porter, Annette Zimmermann, Phillip Morgan, John A. McDermid, Tom Lawton, Ibrahim Habli
2022	—	`conf`	Measuring the Impact of COVID-19 on Hospital Care Pathways. ICPM Workshops Christin Puthur, Abdulaziz Aljebreen, Ciarán McInerney, Teumzghi Mebrahtu, Tom Lawton, Owen A. Johnson
2022	J	`jnl`	The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. IEEE Trans. Emerg. Top. Comput. Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli
2021	J	`jnl`	A Framework for Assurance of Medication Safety using Machine Learning. CoRR Yan Jia, Tom Lawton, John A. McDermid, Eric Rojas, Ibrahim Habli
2021	B	`conf`	Optimization and Adaptation of a Resource Planning Tool for Hospitals Under Special Consideration of the COVID-19 Pandemic. CEC 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
2021	J	`jnl`	Prediction of weaning from mechanical ventilation using Convolutional Neural Networks. Artif. Intell. Medicine Yan Jia, Chaitanya Kaul, Tom Lawton, Roderick Murray-Smith, Ibrahim Habli
2021	J	`jnl`	Safety-driven design of machine learning for sepsis treatment. J. Biomed. Informatics Yan Jia, Tom Lawton, John Burden, John A. McDermid, Ibrahim Habli
2021	J	`jnl`	The Role of Explainability in Assuring Safety of Machine Learning in Healthcare. CoRR Yan Jia, John A. McDermid, Tom Lawton, Ibrahim Habli
2020	J	`jnl`	Development and piloting of a software tool to facilitate proactive hazard and risk analysis of Health Information Technology. Health Informatics J. Ibrahim Habli, Yan Jia, Sean White, George Gabriel, Tom Lawton, Mark Sujan, Clive Tomsett
2020	J	`jnl`	Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. CoRR Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton
2020	J	`jnl`	Mind the gaps: Assuring the safety of autonomous systems from an engineering, ethical, and legal perspective. Artif. Intell. Simon Burton, Ibrahim Habli, Tom Lawton, John A. McDermid, Phillip Morgan, Zoë Porter
2020	—	`conf`	Safe Reinforcement Learning for Sepsis Treatment. ICHI Yan Jia, John Burden, Tom Lawton, Ibrahim Habli
2019	—	`conf`	Developing a Safety Case for Electronic Prescribing. MedInfo Yan Jia, Tom Lawton, Sean White, Ibrahim Habli