Computer ScienceMedicine

Daisuke Komura, Shumpei Ishikawa

2017.9.4Computational and Structural Biotechnology Journal

DOI: 10.1016/j.csbj.2018.01.001

tlooto Summary

In this mini-review, the application of digital pathological image analysis using machine learning algorithms is introduced, some problems specific to such analysis are addressed, and possible solutions are proposed.

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.

Citation format

KOMURA, Daisuke; ISHIKAWA, Shumpei. Machine learning methods for histopathological image analysis [preprint]. arXiv, 2017. arXiv:1709.00786.