Unsupervised learning for concept detection in medical images: a comparative analysis

@article{Pinho2018UnsupervisedLF,
  title={Unsupervised learning for concept detection in medical images: a comparative analysis},
  author={Eduardo Pinho and Carlos Costa},
  journal={CoRR},
  year={2018},
  volume={abs/1805.01803}
}
As digital medical imaging becomes more prevalent and archives increase in size, representation learning exposes an interesting opportunity for enhanced medical decision support systems. On the other hand, medical imaging data is often scarce and short on annotations. In this paper, we present an assessment of unsupervised feature learning approaches for… CONTINUE READING