AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium

Affiliations

• ¹ Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• ² Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• ³ Department of Population and Quantitative Health Sciences, Case Western Reserve University, Cleveland, Ohio, USA.
• ⁴ Department of Neurosurgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• ⁵ Department of Radiology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
• ⁶ Department of Radiodiagnosis & Imaging, Tata Memorial Hospital.
• ⁷ Catalan Institute of Oncology, Barcelona, Spain.
• ⁸ Hospital del Mar, Barcelona, Barcelona, Spain.
• ⁹ Department of Radiology, University of Manitoba Winnipeg, Manitoba, Canada.
• ¹⁰ Department of Radiology, New York University.
• ¹¹ Department of Neurosurgery, Case Western Reserve University, Cleveland, Ohio, USA.
• ¹² Department of Radiology, Case Western Reserve University, Cleveland, Ohio, USA.
• ¹³ Department of Radiology, Washington University, St. Louis, Missouri, USA.
• ¹⁴ Department of Radiology and Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, South Korea.
• ¹⁵ Department of Diagnostic Radiology, Singapore General Hospital, Singapore.
• ¹⁶ Department of Neurosurgery, Yonsei University College, Seoul, Korea.
• ¹⁷ Department of Public Health Sciences, Henry Ford Health System, Detroit, Michigan, USA.
• ¹⁸ Department of Radiology, Henry Ford Health System, Detroit, Michigan, USA.
• ¹⁹ Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
• ²⁰ Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
• ²¹ School of Biomedical Engineering & Imaging Sciences, King's College London, London, England, UK.
• ²² Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• ²³ Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
• ²⁴ Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.