C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Tom Lawton
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 17
Top Topics
Machine Learning
Health Information Technology
Risk Analysis
Simulation Models
Top Venues
CoRR
ICHI
Artif. Intell. Medicine
Artif. Intell.
</>
Publications
</>
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)
Yan Jia
,
John A. McDermid
,
Nathan Hughes
,
Mark Sujan
,
Tom Lawton
,
Ibrahim Habli
The Need for the Human-Centred Explanation for ML-based Clinical Decision Support Systems.
ICHI
(2023)
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)
Yan Jia
,
John Alexander McDermid
,
Tom Lawton
,
Ibrahim Habli
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare.
IEEE Trans. Emerg. Top. Comput.
10 (4) (2022)
Christin Puthur
,
Abdulaziz Aljebreen
,
Ciarán McInerney
,
Teumzghi Mebrahtu
,
Tom Lawton
,
Owen Johnson
Measuring the Impact of COVID-19 on Hospital Care Pathways.
ICPM Workshops
(2022)
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) (2022)
Mai Elshehaly
,
Kuldeep Sohal
,
Tom Lawton
,
Maria Bryant
,
Mark Mon-Williams
Creative Visualisation Opportunities Workshops: A Case Study in Population Health.
BELIV
(2022)
Yan Jia
,
Tom Lawton
,
John McDermid
,
Eric Rojas
,
Ibrahim Habli
A Framework for Assurance of Medication Safety using Machine Learning.
CoRR
(2021)
Yan Jia
,
Tom Lawton
,
John Burden
,
John McDermid
,
Ibrahim Habli
Safety-driven design of machine learning for sepsis treatment.
J. Biomed. Informatics
117 (2021)
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)
Yan Jia
,
John McDermid
,
Tom Lawton
,
Ibrahim Habli
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare.
CoRR
(2021)
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 (2021)
Ibrahim Habli
,
Rob Alexander
,
Richard Hawkins
,
Mark Sujan
,
John McDermid
,
Chiara Picardi
,
Tom Lawton
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models.
CoRR
(2020)
Simon Burton
,
Ibrahim Habli
,
Tom Lawton
,
John 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)
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)
Yan Jia
,
John Burden
,
Tom Lawton
,
Ibrahim Habli
Safe Reinforcement Learning for Sepsis Treatment.
ICHI
(2020)
Yan Jia
,
Tom Lawton
,
Sean White
,
Ibrahim Habli
Developing a Safety Case for Electronic Prescribing.
MedInfo
(2019)