Publications | Dr Samuel Ball | Our people | University of Liverpool

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2024

Domain Specific AI Segmentation of IMPDH2 Rod/Ring Structures in Mouse Embryonic Stem Cells

DOI: 10.1101/2024.10.16.617897
: Preprint

Peroxiredoxin 2 mediates redox-stimulated adaptations to oxidative phosphorylation induced by contractile activity in human skeletal muscle myotubes

DOI: 10.1101/2024.09.23.611634
: Preprint

2023

Ion Channel Analysis with Deep Learning

Ball, S. (2023, November 1). Ion Channel Analysis with Deep Learning.

: Thesis / Dissertation

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

DOI: 10.1371/journal.pone.0267452
: Journal article

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

DOI: 10.1101/2020.01.09.899898
: Journal article