Machine learning methods for histopathological image analysis

September 04, 2017 ยท Declared Dead ยท ๐Ÿ› Computational and Structural Biotechnology Journal

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Authors Daisuke Komura, Shumpei Ishikawa arXiv ID 1709.00786 Category cs.CV: Computer Vision Citations 786 Venue Computational and Structural Biotechnology Journal Last Checked 2 months ago
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.
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