Machine Learning Methods for Histopathological Image Analysis

Publication date: 2018Source: Computational and Structural Biotechnology Journal, Volume 16Author(s): Daisuke Komura, Shumpei IshikawaAbstractAbundant 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.
Source: Computational and Structural Biotechnology Journal - Category: Biotechnology Source Type: research