Graham K. Murray

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 4

Top Topics

Biomedical Informatics

Causal Explanation

Top Venues

Publications

Michail Mamalakis, Héloïse de Vareilles, Graham K. Murray, Pietro Lio, John Suckling
The Explanation Necessity for Healthcare AI. CoRR (2024)
Michail Mamalakis, Antonios Mamalakis, Ingrid Agartz, Lynn Egeland Mørch-Johnsen, Graham K. Murray, John Suckling, Pietro Lio
Solving the enigma: Deriving optimal explanations of deep networks. CoRR (2024)
Michail Mamalakis, Héloïse de Vareilles, Shun-Chin Jim Wu, Ingrid Agartz, Lynn Egeland Mørch-Johnsen, Jane R. Garrison, Jon S. Simons, Pietro Lio, John Suckling, Graham K. Murray
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification. CoRR (2024)
Michail Mamalakis, Héloïse de Vareilles, Atheer AI-Manea, Samantha C. Mitchell, Ingrid Arartz, Lynn Egeland Morch-Johnsen, Jane R. Garrison, Jon S. Simons, Pietro Lio, John Suckling, Graham K. Murray
A 3D explainability framework to uncover learning patterns and crucial sub-regions in variable sulci recognition. CoRR (2023)
Anna Barnes, Matti Isohanni, Jennifer H. Barnett, Olli Pietiläinen, Juha Veijola, Jouko Miettunen, Tiina Paunio, Päivikki Tanskanen, Khanum Ridler, John Suckling, Edward T. Bullmore, Peter B. Jones, Graham K. Murray
Neuregulin-1 genotype is associated with structural differences in the normal human brain. NeuroImage 59 (3) (2012)