Iain G. Johnston

13 papers Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Picture Guide to Cancer Progression and Evolutionary Accumulation Models: Systematic Critique, Plausible Interpretations, and Alternative Uses.
IEEE Access
Ramón Díaz-Uriarte, Iain G. Johnston
2025 J jnl
A hypercubic Mk model framework for capturing reversibility in disease, cancer, and evolutionary accumulation modelling.
Bioinform.
Iain G. Johnston, Ramon Diaz-Uriarte
2025 J jnl
Clustering Large-Scale Biomedical Data to Model Dynamic Accumulation Processes in Disease Progression and Anti-Microbial Resistance Evolution.
IEEE Access
Kazeem Adesina Dauda, Olav N. L. Aga, Iain G. Johnston
2024 J jnl
Comparing Structure and Dynamics of Transition Graphs by the Symmetric Difference Metric Over an Edge-Filtration.
IEEE Access
Belén García Pascual, Lars M. Salbu, Jessica Renz, Konstantinos Giannakis, Iain G. Johnston
2024 J jnl
HyperTraPS-CT: Inference and prediction for accumulation pathways with flexible data and model structures.
PLoS Comput. Biol.
Olav N. L. Aga, Morten Brun, Kazeem Adesina Dauda, Ramón Díaz-Uriarte, Konstantinos Giannakis, Iain G. Johnston
2023 J jnl
HyperHMM: efficient inference of evolutionary and progressive dynamics on hypercubic transition graphs.
Bioinform.
Marcus T. Moen, Iain G. Johnston
2023 J jnl
Mitochondrial network structure controls cell-to-cell mtDNA variability generated by cell divisions.
PLoS Comput. Biol.
Robert C. Glastad, Iain G. Johnston
2022 J jnl
Optimal strategies in the fighting fantasy gaming system: Influencing stochastic dynamics by gambling with limited resource.
Eur. J. Oper. Res.
Iain G. Johnston
2020 J jnl
Data-driven modelling and characterisation of task completion sequences in online courses.
CoRR
Robert L. Peach, Sam F. Greenbury, Iain G. Johnston, Sophia N. Yaliraki, David Lefevre, Mauricio Barahona
2020 J jnl
Optimal strategies in the Fighting Fantasy gaming system: influencing stochastic dynamics by gambling with limited resource.
CoRR
Iain G. Johnston
2019 J jnl
Energetic costs of cellular and therapeutic control of stochastic mitochondrial DNA populations.
PLoS Comput. Biol.
Hanne Hoitzing, Payam A. Gammage, Lindsey Van Haute, Michal Minczuk, Iain G. Johnston, Nick S. Jones
2019 J jnl
Precision identification of high-risk phenotypes and progression pathways in severe malaria without requiring longitudinal data.
npj Digit. Medicine
Iain G. Johnston, Till Hoffmann, Sam F. Greenbury, Ornella Cominetti, Muminatou Jallow, Dominic Kwiatkowski, Mauricio Barahona, Nick S. Jones, Climent Casals-Pascual
2012 J jnl
Mitochondrial Variability as a Source of Extrinsic Cellular Noise.
PLoS Comput. Biol.
Iain G. Johnston, Bernadett Gaal, Ricardo Pires das Neves, Tariq Enver, Francisco J. Iborra, Nick S. Jones