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Open Access
Peer-reviewed
Research Article
Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks
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Josh Williams ,
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: josh.williams@stfc.ac.uk
Affiliations School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom, Hartree Centre, STFC Daresbury Laboratory, Daresbury, United Kingdom
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Haavard Ahlqvist,
Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing
Affiliation School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom
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Alexander Cunningham,
Roles Data curation, Formal analysis, Investigation, Methodology, Software, Writing – review & editing
Affiliation School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom
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Andrew Kirby,
Roles Data curation, Investigation, Writing – review & editing
Affiliation Royal Hospital for Children and Young People, NHS Lothian, Edinburgh, United Kingdom
⨯ - Ira Katz,
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John Fleming,
Roles Data curation, Resources, Writing – review & editing
Affiliations National Institute of Health Research Biomedical Research Centre in Respiratory Disease, Southampton, United Kingdom, Department of Medical Physics and Bioengineering, University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
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Joy Conway,
Roles Data curation, Resources, Writing – review & editing
Affiliations National Institute of Health Research Biomedical Research Centre in Respiratory Disease, Southampton, United Kingdom, Respiratory Sciences, Centre for Health and Life Sciences, Brunel University, London, United Kingdom
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Steve Cunningham,
Roles Conceptualization, Project administration, Resources, Writing – review & editing
Affiliation Centre for Inflammation Research, University of Edinburgh, Edinburgh, United Kingdom
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Ali Ozel ,
Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing
¶‡ AO and UW share last authorship on this work.
Affiliation School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom
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Uwe Wolfram
Roles Conceptualization, Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing
¶‡ AO and UW share last authorship on this work.
Affiliations School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, United Kingdom, Institute for Material Science and Engineering, TU Clausthal, Clausthal-Zellerfeld, Germany
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Validated respiratory drug deposition predictions from 2D and 3D medical images with statistical shape models and convolutional neural networks
- Josh Williams,
- Haavard Ahlqvist,
- Alexander Cunningham,
- Andrew Kirby,
- Ira Katz,
- John Fleming,
- Joy Conway,
- Steve Cunningham,
- Ali Ozel,
- Uwe Wolfram
- Published: January 26, 2024
- https://doi.org/10.1371/journal.pone.0297437