Hello World Deep Learning in Medical Imaging. Review uri icon

Overview

abstract

  • There is recent popularity in applying machine learning to medical imaging, notably deep learning, which has achieved state-of-the-art performance in image analysis and processing. The rapid adoption of deep learning may be attributed to the availability of machine learning frameworks and libraries to simplify their use. In this tutorial, we provide a high-level overview of how to build a deep neural network for medical image classification, and provide code that can help those new to the field begin their informatics projects.

publication date

  • June 1, 2018

Research

keywords

  • Deep Learning
  • Diagnostic Imaging
  • Image Processing, Computer-Assisted
  • Radiology

Identity

PubMed Central ID

  • PMC5959832

Scopus Document Identifier

  • 85046453650

Digital Object Identifier (DOI)

  • 10.1007/s10278-018-0079-6

PubMed ID

  • 29725961

Additional Document Info

volume

  • 31

issue

  • 3