A multitarget training method for artificial neural network with application to computer‐aided diagnosis

Abstract

The authors propose a new training method for artificial neural networks (ANNs) in two‐class classification tasks such as classifying breast lesions on a mammogram as malignant or benign.

Document Details

Document Type
Pub Defense Publication
Publication Date
Dec 26, 2012
Source ID
10.1118/1.4772021

Entities

People

  • Bei Liu
  • Yulei Jiang

Organizations

  • National Institutes of Health
  • United States Army Medical Research and Development Command

Tags

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.
  • Oncology and Biomarker-Based Cancer Detection.

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks