Alastair K. Denniston

According to our database, Alastair K. Denniston authored at least 9 papers between 2020 and 2026.

Collaborative distances:

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

2026

Considering the missing science of retraining and maintenance in medical artificial intelligence, using ophthalmology as an exemplar.

Ariel Yuhan Ong, Robbert R. Struyven, Alastair K. Denniston, David A. Merle, Justin Engelmann, Hyunmin Kim, Yukun Zhou, Pearse A. Keane, Ines Lains

npj Digit. Medicine, 2026

Innovating global regulatory frameworks for generative AI in medical devices is an urgent priority.

Jasmine Chiat Ling Ong, Yilin Ning, Mingxuan Liu, Yian Ma, Liang Zhao, Kuldev Singh, Robert T. Chang, Silke Vogel, John CW Lim, Iris Siu Kwan Tan, Oscar Freyer, Stephen Gilbert, Danielle S. Bitterman, Xiaoxuan Liu, Alastair K. Denniston, Nan Liu

npj Digit. Medicine, 2026

Current challenges and the way forwards for regulatory databases of artificial intelligence as a medical device.

Ariel Yuhan Ong, Aditya U. Kale, Joe Antoun, Henry David Jeffry Hogg, Ben Hammond, Pearse A. Keane, Russell Pearson, Hugh Harvey, Alastair K. Denniston

npj Digit. Medicine, 2026

2025

Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action.

Jasmine Chiat Ling Ong, Yilin Ning, Mingxuan Liu, Yian Ma, Zhao Liang, Kuldev Singh, Robert T. Chang, Silke Vogel, John CW Lim, Iris Siu Kwan Tan, Oscar Freyer, Stephen Gilbert, Danielle S. Bitterman, Xiaoxuan Liu, Alastair K. Denniston, Nan Liu

CoRR, February, 2025

A scoping review of artificial intelligence as a medical device for ophthalmic image analysis in Europe, Australia and America.

Ariel Yuhan Ong, Priyal Taribagil, Mertcan Sevgi, Aditya U. Kale, Eliot R. Dow, Trystan Macdonald, Ashley Kras, Gregory Maniatopoulos, Xiaoxuan Liu, Pearse A. Keane, Alastair K. Denniston, Henry David Jeffry Hogg

npj Digit. Medicine, 2025

2021

Code-free deep learning for multi-modality medical image classification.

Edward Korot, Zeyu Guan, Daniel Ferraz, Siegfried K. Wagner, Gongyu Zhang, Xiaoxuan Liu, Livia Faes, Nikolas Pontikos, Samuel G. Finlayson, Hagar Khalid, Gabriella Moraes, Konstantinos Balaskas, Alastair K. Denniston, Pearse A. Keane

Nat. Mach. Intell., 2021

An informatics consult approach for generating clinical evidence for treatment decisions.

Alvina Grace Lai, Wai Hoong Chang, Constantinos A. Parisinos, Michail Katsoulis, Ruth M. Blackburn, Anoop D. Shah, Vincent Nguyen, Spiros C. Denaxas, George Davey Smith, Tom R. Gaunt, Krishnarajah Nirantharakumar, Murray P. Cox, Donall Forde, Folkert W. Asselbergs, Steve K. Harris, Sylvia Richardson, Reecha Sofat, Richard J. B. Dobson, Aroon D. Hingorani, Riyaz Patel, Jonathan Sterne, Amitava Banerjee, Alastair K. Denniston, Simon Ball, Neil J. Sebire, Nigam H. Shah, Graham R. Foster, Bryan Williams, Harry Hemingway

BMC Medical Informatics Decis. Mak., 2021

Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation.

Samantha C. Pendleton, Luke T. Slater, Andreas Karwath, Rose M. Gilbert, Nicola Davis, Konrad Pesudovs, Xiaoxuan Liu, Alastair K. Denniston, Georgios V. Gkoutos, Tasanee Braithwaite

Comput. Biol. Medicine, 2021

2020

Improving the quality of machine learning in health applications and clinical research.

Bilal A. Mateen, James Liley, Alastair K. Denniston, Chris C. Holmes, Sebastian J. Vollmer

Nat. Mach. Intell., 2020