Machine Learning Methods for Histopathological Image Analysis

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.

# AI in cancer detection # Computer Science # Radiomics and Machine Learning in Medical Imaging # Medicine # Cell Image Analysis Techniques # Biochemistry, Genetics and Molecular Biology

Daisuke Komura, Shumpei Ishikawa (2018). "Machine Learning Methods for Histopathological Image Analysis". Computational and Structural Biotechnology Journal. https://doi.org/10.1016/j.csbj.2018.01.001