Publications
2024
Domain Specific AI Segmentation of IMPDH2 Rod/Ring Structures in Mouse Embryonic Stem Cells
Peroxiredoxin 2 mediates redox-stimulated adaptations to oxidative phosphorylation induced by contractile activity in human skeletal muscle myotubes
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., Abdul Kadir, L., 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), e0267452. 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