Fast and automated biomarker detection in breath samples with machine learning

Angelika Skarysz; Dahlia Salman; Michael Eddleston; Martin Sykora; Eugénie Hunsicker; William H. Nailon; Kareen Darnley; Duncan B. McLaren; C. L. Paul Thomas; Andrea Soltoggio

doi:10.1371/journal.pone.0265399

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Open Access

Peer-reviewed

Research Article

Fast and automated biomarker detection in breath samples with machine learning

Angelika Skarysz ,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft

* E-mail: A.Skarysz@lboro.ac.uk (AS); A.Soltoggio@lboro.ac.uk (AS)

Affiliation Computer Science Department, School of Science, Loughborough University, Loughborough, United Kingdom

https://orcid.org/0000-0003-3809-5394

⨯
Dahlia Salman,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Validation, Writing – review & editing

Affiliation Centre for Analytical Science, School of Science, Loughborough University, Loughborough, United Kingdom
⨯
Michael Eddleston,

Roles Resources, Writing – review & editing

Affiliation Pharmacology, Toxicology & Therapeutics Unit, University of Edinburgh, Edinburgh, United Kingdom
⨯
Martin Sykora,

Roles Conceptualization, Formal analysis, Methodology, Supervision, Writing – review & editing

Affiliation Centre for Information Management, School of Business and Economics, Loughborough University, Loughborough, United Kingdom
⨯
Eugénie Hunsicker,

Roles Formal analysis, Validation, Writing – review & editing

Affiliation Mathematical Sciences Department, School of Science, Loughborough University, Loughborough, United Kingdom
⨯
William H. Nailon,

Roles Resources, Writing – review & editing

Affiliation Edinburgh Cancer Centre, NHS Lothian, Edinburgh, United Kingdom
⨯
Kareen Darnley,

Roles Resources, Writing – review & editing

Affiliation Clinical Research Facility, Western General Hospital, NHS Lothian, Edinburgh, United Kingdom
⨯
Duncan B. McLaren,

Roles Resources, Writing – review & editing

Affiliation Edinburgh Cancer Centre, NHS Lothian, Edinburgh, United Kingdom

https://orcid.org/0000-0002-9862-4158

⨯
C. L. Paul Thomas,

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

Affiliation Centre for Analytical Science, School of Science, Loughborough University, Loughborough, United Kingdom
⨯
Andrea Soltoggio

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Writing – original draft

* E-mail: A.Skarysz@lboro.ac.uk (AS); A.Soltoggio@lboro.ac.uk (AS)

Affiliation Computer Science Department, School of Science, Loughborough University, Loughborough, United Kingdom
⨯

Fast and automated biomarker detection in breath samples with machine learning

Angelika Skarysz,
Dahlia Salman,
Michael Eddleston,
Martin Sykora,
Eugénie Hunsicker,
William H. Nailon,
Kareen Darnley,
Duncan B. McLaren,
C. L. Paul Thomas,
Andrea Soltoggio

Published: April 12, 2022
https://doi.org/10.1371/journal.pone.0265399

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