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Machine Learning Methods for Histopathological Image Analysis.


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.

SUBMITTER: Komura D 

PROVIDER: S-EPMC6158771 | biostudies-other | 2018

REPOSITORIES: biostudies-other

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Machine Learning Methods for Histopathological Image Analysis.

Komura Daisuke D   Ishikawa Shumpei S  

Computational and structural biotechnology journal 20180209


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. ...[more]

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