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arXiv 1709.00786cs.CV

Machine learning methods for histopathological image analysis

Medical Research Institute, Tokyo Medical and Dental University(东京医科齿科大学医学研究所)

Daisuke Komura, Shumpei Ishikawa

英文摘要:

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.

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