Portal de Periódicos da CAPES

Machine Learning Methods for Histopathological Image Analysis

2018; Elsevier BV; Volume: 16; Linguagem: Inglês

10.1016/j.csbj.2018.01.001

2001-0370

Daisuke Komura, Shumpei Ishikawa,

Radiomics and Machine Learning in Medical Imaging

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.