Gene Expression Profile Prediction in Uveal Melanoma Using Deep Learning: A Pilot Study for the Development of an Alternative Survival Prediction Tool.

Abstract

Authors

• T Y Alvin Liu
  Wilmer Eye Institute at the Johns Hopkins University School of Medicine, Baltimore, MD.
• Hongxi Zhu
  Computational Interaction and Robotics Lab, Johns Hopkins University, Baltimore, Maryland.
• Haomin Chen
  Department of Computer Science, Johns Hopkins University, Baltimore, Maryland.
• J Fernando Arevalo
  Wilmer Eye Institute, Johns Hopkins University, Baltimore, Maryland.
• Ferdinand K Hui
  The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland.
• Paul H Yi
  The Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland. Electronic address: Pyi10@jhmi.edu.
• Jinchi Wei
  Radiology Artificial Intelligence Lab (RAIL), Malone Center for Engineering in Healthcare, Johns Hopkins University Whiting School of Engineering, Baltimore, MD, USA.
• Mathias Unberath
  Johns Hopkins University, Baltimore, MD, USA.
• Zelia M Correa
  Wilmer Eye Institute, Johns Hopkins University, Baltimore, Maryland; Department of Ophthalmology, University of Cincinnati College of Medicine, Cincinnati, Ohio.

Keywords

External Resources