Deep learning-based image quality assessment: impact on detection accuracy of prostate cancer extraprostatic extension on MRI.

Abstract

Authors

• Yue Lin
  Institute of Applied Remote Sensing and Information Technology, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China.
• Mason J Belue
  Medical Research Scholars Program Fellow, Artificial Intelligence Resource, Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
• Enis C Yilmaz
  Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
• Yan Mee Law
  Department of Diagnostic Radiology, Singapore General Hospital, Singapore.
• Katie M Merriman
  Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, United States.
• Tim E Phelps
  Postdoctoral Fellow, Artificial Intelligence Resource, Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
• David G Gelikman
  Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, 10 Center Dr., MSC 1182, Building 10, Room B3B85, Bethesda, MD, 20892, USA.
• Kutsev B Ozyoruk
  Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, 10 Center Dr., MSC 1182, Building 10, Room B3B85, Bethesda, MD, 20892, USA.
• Nathan S Lay
  Molecular Imaging Branch, National Cancer Institute, National Institutes of Health, 10 Center Dr., MSC 1182, Building 10, Room B3B85, Bethesda, Maryland.
• Maria J Merino
  Center for Interventional Oncology, National Cancer Institute & Clinical Center, National Institutes of Health, Bethesda, MD, USA.
• Bradford J Wood
  Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
• Sandeep Gurram
  National Cancer Institute, Bethesda, MD.
• Peter L Choyke
  Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
• Stephanie A Harmon
  Clinical Research Directorate, Frederick National Laboratory for Cancer Research sponsored by the National Cancer Institute, Frederick, Maryland, USA.
• Peter A Pinto
  Urologic Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
• Baris Turkbey
  Molecular Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.

Keywords

External Resources