Concepedia

Joshua Mitton

JM

3

Publications

94

Citations

3

H-Index

2021

Active since

Affiliations

University of Glasgow(Current)

Ifakara Health Institute

Joshua Mitton is an author at University of Glasgow specializing in computational biology, molecular sciences, and engineering.

Top concepts

EngineeringData ScienceGraph TheoryDeep LearningSystems BiologyComputer ScienceGraph ProcessingMachine LearningMolecular BiologyMolecular Sciences

Publications per year

2021–2023

3

Publications

3

Rapid age-grading and species identification of natural mosquitoes for malaria surveillance

Doreen J. Siria, Roger Sanou, Joshua Mitton et al. · Nature Communications · 2022 · 65 citations · Full text

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra

Emmanuel P. Mwanga, Doreen J. Siria, Joshua Mitton et al. · BMC Bioinformatics · 2023 · 18 citations · Full text

A Graph VAE and Graph Transformer Approach to Generating Molecular Graphs

Joshua Mitton, Hans Martin Senn, Klaas Wynne et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Geometric Learning, Graph Transformer Approach, Machine Learning +23

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