James Liley

12 papers A 1Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Ethical considerations of use of hold-out sets in clinical prediction model management.
AI Ethics
Louis Chislett, Louis J. M. Aslett, Alisha R. Davies, Catalina A. Vallejos, James Liley
2024 J jnl
AMUSE: Adaptive Model Updating using a Simulated Environment.
CoRR
Louis Chislett, Catalina A. Vallejos, Timothy I. Cannings, James Liley
2024 J jnl
Development and assessment of a machine learning tool for predicting emergency admission in Scotland.
npj Digit. Medicine
James Liley, Gergo Bohner, Samuel R. Emerson, Bilal A. Mateen, Katie Borland, David Carr, Scott Heald, Samuel D. Oduro, Jill Ireland, Keith Moffat, Rachel Porteous, Stephen Riddell, Simon Rogers, Ioanna Thoma, Nathan Cunningham, Chris Holmes, Katrina Payne, Sebastian J. Vollmer, Catalina A. Vallejos, Louis J. M. Aslett
2024 J jnl
Ethical considerations of use of hold-out sets in clinical prediction model management.
CoRR
Louis Chislett, Louis J. M. Aslett, Alisha R. Davies, Catalina A. Vallejos, James Liley
2024 J jnl
Publisher Correction: Development and assessment of a machine learning tool for predicting emergency admission in Scotland.
npj Digit. Medicine
James Liley, Gergo Bohner, Samuel R. Emerson, Bilal A. Mateen, Katie Borland, David Carr, Scott Heald, Samuel D. Oduro, Jill Ireland, Keith Moffat, Rachel Porteous, Stephen Riddell, Simon Rogers, Ioanna Thoma, Nathan Cunningham, Chris Holmes, Katrina Payne, Sebastian J. Vollmer, Catalina A. Vallejos, Louis J. M. Aslett
2022 J jnl
GRAIMATTER Green Paper: Recommendations for disclosure control of trained Machine Learning (ML) models from Trusted Research Environments (TREs).
CoRR
Emily R. Jefferson, James Liley, Maeve Malone, Smarti Reel, Alba Crespi-Boixader, Xaroula Kerasidou, Francesco Tava, Andrew McCarthy, Richard Preen, Alberto Blanco-Justicia, Esma Mansouri-Benssassi, Josep Domingo-Ferrer, Jillian Beggs, Antony Chuter, Christian Cole, Felix Ritchie, Angela Daly, Simon Rogers, Jim Smith
2022 J jnl
Optimal sizing of a holdout set for safe predictive model updating.
CoRR
Sami Haidar-Wehbe, Samuel R. Emerson, Louis J. M. Aslett, James Liley
2022 J jnl
Safe machine learning model release from Trusted Research Environments: The AI-SDC package.
CoRR
Jim Smith, Richard John Preen, Andrew McCarthy, Alba Crespi-Boixader, James Liley, Simon Rogers
2022 J jnl
fcfdr: an R package to leverage continuous and binary functional genomic data in GWAS.
BMC Bioinform.
Anna Hutchinson, James Liley, Chris Wallace
2021 A conf
Model updating after interventions paradoxically introduces bias.
AISTATS
James Liley, Samuel R. Emerson, Bilal A. Mateen, Catalina A. Vallejos, Louis J. M. Aslett, Sebastian J. Vollmer
2020 J jnl
Improving the quality of machine learning in health applications and clinical research.
Nat. Mach. Intell.
Bilal A. Mateen, James Liley, Alastair K. Denniston, Chris C. Holmes, Sebastian J. Vollmer
2020 J jnl
Model updating after interventions paradoxically introduces bias.
CoRR
James Liley, Samuel R. Emerson, Bilal A. Mateen, Catalina A. Vallejos, Louis J. M. Aslett, Sebastian J. Vollmer