Research outputs
2025
Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells
Ball, S. T. M., Hennessy, M. J., Tan, Y., Hoettges, K. F., Perkins, N. D., Wilkinson, D. J., . . . Turner, D. A. (2025). Domain-specific AI segmentation of IMPDH2 rod/ring structures in mouse embryonic stem cells. BMC Biology, 23(1). doi:10.1186/s12915-025-02226-7
Mobilising UK Data and AI for All with a National Grid of Civic Learning Systems
Buchan, I., Ainsworth, J., Angione, C., Ardern, K., Atkinson, K., Ball, S., . . . Zhang, X. (2025). Mobilising UK Data and AI for All with a National Grid of Civic Learning Systems (2025/03). https://www.thenhsa.co.uk/about/publications/: Northern Health Science Alliance. Retrieved from https://www.thenhsa.co.uk/
Peroxiredoxin 2 mediates redox-stimulated adaptations to oxidative phosphorylation induced by contractile activity in human skeletal muscle myotubes
Heaton, R. A., Ball, S. T. M., Staunton, C. A., Mouly, V., Jones, S. W., Mcardle, A., & Jackson, M. J. (2025). Peroxiredoxin 2 mediates redox-stimulated adaptations to oxidative phosphorylation induced by contractile activity in human skeletal muscle myotubes. FREE RADICAL BIOLOGY AND MEDICINE, 227, 395-406. doi:10.1016/j.freeradbiomed.2024.11.053
2024
2023
Ion Channel Analysis with Deep Learning
Ball, S. (2023, November 1). Ion Channel Analysis with Deep Learning.
2022
DeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks
Ball, S. T. M., Celik, N., Sayari, E., Kadir, L. A., O'Brien, F., & Barrett-Jolley, R. (2022). DeepGANnel: Synthesis of fully annotated single molecule patch-clamp data using generative adversarial networks. PLOS ONE, 17(5). doi:10.1371/journal.pone.0267452
2020
Discriminant Analysis of Principle Component analyses of Physiological Data
Haidar, O., Ball, S., & Barrett-Jolley, R. (2020). Discriminant Analysis of Principle Component analyses of Physiological Data. doi:10.1101/2020.01.09.899898