Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization

• Jussi Toivonen ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: jussi.toivonen@utu.fi

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Dept. of Future Technologies, University of Turku, Turku, Finland

  http://orcid.org/0000-0003-3070-7544

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• Ileana Montoya Perez,

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

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Dept. of Future Technologies, University of Turku, Turku, Finland

  http://orcid.org/0000-0002-9744-9204

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• Parisa Movahedi,

  Roles Formal analysis

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Dept. of Future Technologies, University of Turku, Turku, Finland

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• Harri Merisaari,

  Roles Data curation, Formal analysis, Software, Validation

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Dept. of Future Technologies, University of Turku, Turku, Finland, Turku PET Centre, University of Turku, Turku, Finland

  http://orcid.org/0000-0002-8515-5399

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• Marko Pesola,

  Roles Formal analysis

  Affiliation Dept. of Diagnostic Radiology, University of Turku, Turku, Finland

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• Pekka Taimen,

  Roles Formal analysis, Investigation

  Affiliation Institute of Biomedicine, University of Turku and Dept. of Pathology, Turku University Hospital, Turku, Finland

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• Peter J. Boström,

  Roles Formal analysis, Investigation

  Affiliation Dept. of Urology, Turku University Hospital, Turku, Finland

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• Jonne Pohjankukka,

  Roles Software

  Affiliation Dept. of Future Technologies, University of Turku, Turku, Finland

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• Aida Kiviniemi,

  Roles Formal analysis, Investigation

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland

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• Tapio Pahikkala,

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

  Affiliation Dept. of Future Technologies, University of Turku, Turku, Finland

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• Hannu J. Aronen,

  Roles Conceptualization, Funding acquisition, Resources, Supervision

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Medical Imaging Centre of Southwest Finland, Turku University Hospital, Turku, Finland

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• Ivan Jambor

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

  Affiliations Dept. of Diagnostic Radiology, University of Turku, Turku, Finland, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States of America

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