James Liley - RankMe

12 papers A 1Journal 11

Year	Rank	Type	Title / 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