English

Machine learning methods for histopathological image analysis

Computer Vision and Pattern Recognition 2018-02-23 v2

Abstract

Abundant accumulation of digital histopathological images has led to the increased demand for their analysis, such as computer-aided diagnosis using machine learning techniques. However, digital pathological images and related tasks have some issues to be considered. In this mini-review, we introduce the application of digital pathological image analysis using machine learning algorithms, address some problems specific to such analysis, and propose possible solutions.

Keywords

Cite

@article{arxiv.1709.00786,
  title  = {Machine learning methods for histopathological image analysis},
  author = {Daisuke Komura and Shumpei Ishikawa},
  journal= {arXiv preprint arXiv:1709.00786},
  year   = {2018}
}

Comments

23 pages, 4 figures

R2 v1 2026-06-22T21:32:00.073Z