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Open Access
Peer-reviewed
Research Article
Orbit image analysis machine learning software can be used for the histological quantification of acute ischemic stroke blood clots
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Seán Fitzgerald ,
Roles Conceptualization, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing
* E-mail: Sean.fitzgerald@nuigalway.ie
Affiliations CÚRAM–Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland, Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Physiology, National University of Ireland Galway, Galway, Ireland
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Shunli Wang,
Roles Formal analysis, Methodology, Writing – review & editing
Affiliations Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America, Department of Pathology, Shanghai East Hospital, Tongji University, Shanghai, China
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Daying Dai,
Roles Methodology, Supervision, Writing – review & editing
Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
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Dennis H. Murphree Jr.,
Roles Methodology, Writing – original draft, Writing – review & editing
Affiliation Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, United States of America
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Abhay Pandit,
Roles Conceptualization, Supervision, Writing – review & editing
Affiliation CÚRAM–Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland
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Andrew Douglas,
Roles Investigation, Validation, Writing – review & editing
Affiliations CÚRAM–Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland, Department of Physiology, National University of Ireland Galway, Galway, Ireland
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Asim Rizvi,
Roles Data curation, Writing – review & editing
Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
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Ramanathan Kadirvel,
Roles Project administration, Supervision, Writing – review & editing
Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
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Michael Gilvarry,
Roles Conceptualization, Funding acquisition, Writing – review & editing
Affiliation Cerenovus, Ballybrit, Galway, Ireland
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Ray McCarthy,
Roles Conceptualization, Project administration, Writing – review & editing
Affiliation Cerenovus, Ballybrit, Galway, Ireland
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Manuel Stritt,
Roles Methodology, Software, Writing – review & editing
Affiliation Orbit Image Analysis, Binningen, Switzerland
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Matthew J. Gounis,
Roles Methodology, Resources, Writing – review & editing
Affiliation Department of Radiology, New England Center for Stroke Research, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
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Waleed Brinjikji,
Roles Conceptualization, Data curation, Funding acquisition, Validation, Writing – original draft
Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
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David F. Kallmes,
Roles Conceptualization, Supervision, Validation, Writing – review & editing
Affiliation Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America
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Karen M. Doyle
Roles Conceptualization, Funding acquisition, Resources, Supervision, Writing – original draft
Affiliations CÚRAM–Centre for Research in Medical Devices, National University of Ireland Galway, Galway, Ireland, Department of Physiology, National University of Ireland Galway, Galway, Ireland
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Orbit image analysis machine learning software can be used for the histological quantification of acute ischemic stroke blood clots
- Seán Fitzgerald,
- Shunli Wang,
- Daying Dai,
- Dennis H. Murphree Jr.,
- Abhay Pandit,
- Andrew Douglas,
- Asim Rizvi,
- Ramanathan Kadirvel,
- Michael Gilvarry,
- Ray McCarthy
- Published: December 5, 2019
- https://doi.org/10.1371/journal.pone.0225841