Machine learning methods for histopathological image analysis
It tackles issues in histopathological image analysis for medical diagnosis, but is incremental as a review paper.
This mini-review addresses the challenges in analyzing digital histopathological images for computer-aided diagnosis using machine learning, proposing potential solutions to specific problems in this domain.
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.