Automated detection of early signs of irreversible ischemic change on CTA source images in patients with large vessel occlusion

• Adrian Mak,

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

  Affiliations Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America, CLAIM—Charité Lab for Artificial Intelligence in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

  https://orcid.org/0000-0002-5696-6002

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• Charles C. Matouk,

  Roles Investigation, Writing – review & editing

  Affiliation Department of Neurosurgery, Division of Neurovascular Surgery, Yale University School of Medicine, New Haven, CT, United States of America

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• Emily W. Avery,

  Roles Data curation, Investigation, Writing – review & editing

  Affiliation Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America

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• Jonas Behland,

  Roles Investigation, Writing – review & editing

  Affiliations Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America, CLAIM—Charité Lab for Artificial Intelligence in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

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• Stefan P. Haider,

  Roles Methodology, Software, Writing – review & editing

  Affiliations Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America, Department of Otorhinolaryngology, LMU Clinic of Ludwig-Maximilians-University of Munich, Munich, Germany

  https://orcid.org/0000-0002-7640-3645

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• Dietmar Frey,

  Roles Methodology, Writing – review & editing

  Affiliation CLAIM—Charité Lab for Artificial Intelligence in Medicine, Charité Universitätsmedizin Berlin, Berlin, Germany

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• Vince I. Madai,

  Roles Methodology, Writing – review & editing

  Affiliations QUEST Center for Responsible Research, Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Berlin, Germany, School of Computing and Digital Technology, Faculty of Computing, Engineering and the Built Environment, Birmingham City University, Birmingham, United Kingdom

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• Peter Vajkoczy,

  Roles Writing – review & editing

  Affiliation Department of Neurosurgery, Charité Universitätsmedizin Berlin, Berlin, Germany

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• Christoph J. Griessenauer,

  Roles Investigation, Validation, Writing – review & editing

  Affiliations Research Institute of Neurointervention, Paracelsus Medical University, Salzburg, Austria, Department of Neurosurgery, Paracelsus Medical University, Salzburg, Austria

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• Ramin Zand,

  Roles Investigation, Validation, Writing – review & editing

  Affiliations Department of Neurology, Geisinger Medical Center, Danville, PA, United States of America, Department of Neurology, Pennsylvania State University, State College, PA, United States of America

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• Philipp Hendrix,

  Roles Investigation, Validation, Writing – review & editing

  Affiliations Department of Neurosurgery, Geisinger Medical Center, Danville, PA, United States of America, Department of Neurosurgery, Saarland University Medical Center, Homburg, Germany

  https://orcid.org/0000-0003-0017-5049

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• Vida Abedi,

  Roles Investigation, Validation, Writing – review & editing

  Affiliations Department of Public Health Sciences, The Pennsylvania State University, Hershey, PA, United States of America, Department of Molecular and Functional Genomics, Geisinger Medical Center, Danville, PA, United States of America

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• Pina C. Sanelli,

  Roles Writing – review & editing

  Affiliation Department of Radiology, Northwell Health Feinstein Institutes for Medical Research, Manhasset, New York, United States of America

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• Guido J. Falcone,

  Roles Writing – review & editing

  Affiliation Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States of America

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• Nils Petersen,

  Roles Writing – review & editing

  Affiliation Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States of America

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• Lauren H. Sansing,

  Roles Writing – review & editing

  Affiliation Division of Stroke and Vascular Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States of America

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• Kevin N. Sheth,

  Roles Writing – review & editing

  Affiliation Division of Stroke and Vascular Neurology, Department of Neurology, Yale University School of Medicine, New Haven, CT, United States of America

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• Seyedmehdi Payabvash ,

  Contributed equally to this work with: Seyedmehdi Payabvash, Ajay Malhotra

  Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America

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•  [ ... ],
• Ajay Malhotra

  Contributed equally to this work with: Seyedmehdi Payabvash, Ajay Malhotra

  Roles Conceptualization, Supervision, Writing – review & editing

  * E-mail: ajay.malhotra@yale.edu

  Affiliation Department of Radiology and Biomedical Imaging, Section of Neuroradiology, Yale School of Medicine, New Haven, CT, United States of America

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