Quantitative ultrasound radiomics for therapy response monitoring in patients with locally advanced breast cancer: Multi-institutional study results

• Karina Quiaoit,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Daniel DiCenzo,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Kashuf Fatima,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Divya Bhardwaj,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Lakshmanan Sannachi,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Mehrdad Gangeh,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Ali Sadeghi-Naini,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada, Department of Medical Biophysics, University of Toronto, Toronto, Canada, Department of Electrical Engineering and Computer Sciences, Lassonde School of Engineering, York University, Toronto, Canada

  http://orcid.org/0000-0001-5055-339X

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• Archya Dasgupta,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Michael C. Kolios,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Physics, Ryerson University, Toronto, Canada

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• Maureen Trudeau,

  Roles Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Medicine, University of Toronto, Toronto, Canada

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• Sonal Gandhi,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Medicine, University of Toronto, Toronto, Canada

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• Andrea Eisen,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Medical Oncology, Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Medicine, University of Toronto, Toronto, Canada

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• Frances Wright,

  Roles Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Surgical Oncology, Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Surgery, University of Toronto, Toronto, Canada

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• Nicole Look-Hong,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Surgical Oncology, Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Surgery, University of Toronto, Toronto, Canada

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• Arjun Sahgal,

  Roles Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Greg Stanisz,

  Roles Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Physical Sciences, Sunnybrook Research Institute, Toronto, Canada, Department of Medical Biophysics, University of Toronto, Toronto, Canada

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• Christine Brezden,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Medical Oncology, Saint Michael's Hospital, University of Toronto, Toronto, Canada

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• Robert Dinniwell,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Princess Margaret Hospital, University Health Network, Toronto, Canada, Department of Radiation Oncology, London Health Sciences Centre, London, Canada, Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada

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• William T. Tran,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Evaluative Clinical Sciences, Sunnybrook Research Institute, Toronto, Canada

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• Wei Yang,

  Roles Formal analysis, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Diagnostic Radiology, University of Texas, M.D. Anderson Cancer Center, Houston, Texas, United States of America

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• Belinda Curpen,

  Roles Formal analysis, Investigation, Methodology, Resources, Writing – original draft, Writing – review & editing

  Affiliations Department of Medical Imaging, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Medical Imaging, University of Toronto, Toronto, Canada

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•  [ ... ],
• Gregory J. Czarnota

  Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Resources, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: gregory.czarnota@sunnybrook.ca

  Affiliations Department of Radiation Oncology, Sunnybrook Health Sciences Centre, Toronto, Canada, Department of Radiation Oncology, University of Toronto, Toronto, Canada, Physical Sciences, Sunnybrook Research Institute, Toronto, Canada, Department of Medical Biophysics, University of Toronto, Toronto, Canada, Department of Electrical Engineering and Computer Sciences, Lassonde School of Engineering, York University, Toronto, Canada, Department of Physics, Ryerson University, Toronto, Canada

  http://orcid.org/0000-0002-0519-2182

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