Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

Hamed Asadi; Richard Dowling; Bernard Yan; Peter Mitchell

doi:10.1371/journal.pone.0088225

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Open Access

Peer-reviewed

Research Article

Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

Hamed Asadi,

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
⨯
Richard Dowling,

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
⨯
Bernard Yan,

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
⨯
Peter Mitchell

* E-mail: peter.mitchell@mh.org.au

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
⨯

Machine Learning for Outcome Prediction of Acute Ischemic Stroke Post Intra-Arterial Therapy

Hamed Asadi,
Richard Dowling,
Bernard Yan,
Peter Mitchell

Published: February 10, 2014
https://doi.org/10.1371/journal.pone.0088225

About the Authors

Hamed Asadi

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia

Richard Dowling

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia

Bernard Yan

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia

Peter Mitchell

* E-mail: peter.mitchell@mh.org.au

Affiliation Melbourne Brain Centre, Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: HA RJD BY PJM. Performed the experiments: HA RJD BY PJM. Analyzed the data: HA RJD BY PJM. Wrote the paper: HA RJD BY PJM.

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Ischemic stroke
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Support vector machines
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Machine learning algorithms
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Hemorrhage
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Stroke
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Machine learning
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Infarction
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