Assessing the Emergence and Evolution of Artificial Intelligence and Machine Learning Research in Neuroradiology

Alexandre Boutet; Samuel S. Haile; Andrew Z. Yang; Hyo Jin Son; Mikail Malik; Vivek Pai; Mehran Nasralla; Jurgen Germann; Artur Vetkas; Farzad Khalvati; Birgit B. Ertl-Wagner

doi:10.3174/ajnr.A8252

Research ArticleArtificial Intelligence

Assessing the Emergence and Evolution of Artificial Intelligence and Machine Learning Research in Neuroradiology

Alexandre Boutet, Samuel S. Haile, Andrew Z. Yang, Hyo Jin Son, Mikail Malik, Vivek Pai, Mehran Nasralla, Jurgen Germann, Artur Vetkas, Farzad Khalvati and Birgit B. Ertl-Wagner

American Journal of Neuroradiology September 2024, 45 (9) 1269-1275; DOI: https://doi.org/10.3174/ajnr.A8252

Alexandre Boutet

aFrom the Joint Department of Medical Imaging (A.B., M.N.), University Health Network, University of Toronto, Toronto, Ontario, Canada

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Samuel S. Haile

bTemerty Faculty of Medicine (S.S.H., H.J.S., M.M.), University of Toronto, Toronto, Ontario, Canada

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Andrew Z. Yang

cDivision of Neurosurgery, Department of Surgery (A.Z.Y., J.G., A.V.), Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada

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Hyo Jin Son

bTemerty Faculty of Medicine (S.S.H., H.J.S., M.M.), University of Toronto, Toronto, Ontario, Canada

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Mikail Malik

bTemerty Faculty of Medicine (S.S.H., H.J.S., M.M.), University of Toronto, Toronto, Ontario, Canada

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Vivek Pai

dDivision of Neuroradiology, Department of Diagnostic Imaging (V.P., B.B.E.-W.), The Hospital for Sick Children, Toronto, Ontario, Canada

eDepartment of Medical Imaging (V.P., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada

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Mehran Nasralla

aFrom the Joint Department of Medical Imaging (A.B., M.N.), University Health Network, University of Toronto, Toronto, Ontario, Canada

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Jurgen Germann

cDivision of Neurosurgery, Department of Surgery (A.Z.Y., J.G., A.V.), Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada

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Artur Vetkas

cDivision of Neurosurgery, Department of Surgery (A.Z.Y., J.G., A.V.), Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada

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Farzad Khalvati

eDepartment of Medical Imaging (V.P., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada

fNeurosciences and Mental Health Program (F.K., B.B.E.-W.), SickKids Research Institute, Toronto, Ontario, Canada

gDepartment of Computer Science (F.K.), University of Toronto, Toronto, Ontario, Canada

hDepartment of Mechanical and Industrial Engineering (F.K.), University of Toronto, Toronto, Ontario, Canada

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Birgit B. Ertl-Wagner

dDivision of Neuroradiology, Department of Diagnostic Imaging (V.P., B.B.E.-W.), The Hospital for Sick Children, Toronto, Ontario, Canada

eDepartment of Medical Imaging (V.P., F.K., B.B.E.-W.), University of Toronto, Toronto, Ontario, Canada

fNeurosciences and Mental Health Program (F.K., B.B.E.-W.), SickKids Research Institute, Toronto, Ontario, Canada

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ORCID record for Birgit B. Ertl-Wagner

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Alexandre Boutet, Samuel S. Haile, Andrew Z. Yang, Hyo Jin Son, Mikail Malik, Vivek Pai, Mehran Nasralla, Jurgen Germann, Artur Vetkas, Farzad Khalvati, Birgit B. Ertl-Wagner

Assessing the Emergence and Evolution of Artificial Intelligence and Machine Learning Research in Neuroradiology

American Journal of Neuroradiology Sep 2024, 45 (9) 1269-1275; DOI: 10.3174/ajnr.A8252

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Evolution of AI in Neuroradiology Research

Alexandre Boutet, Samuel S. Haile, Andrew Z. Yang, Hyo Jin Son, Mikail Malik, Vivek Pai, Mehran Nasralla, Jurgen Germann, Artur Vetkas, Farzad Khalvati, Birgit B. Ertl-Wagner

American Journal of Neuroradiology Sep 2024, 45 (9) 1269-1275; DOI: 10.3174/ajnr.A8252

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