%0 Journal Article %1 KOMURA201834 %A Komura, Daisuke %A Ishikawa, Shumpei %D 2018 %J Computational and Structural Biotechnology Journal %K deep_learning histology pathology read transfer_learning %P 34 - 42 %R https://doi.org/10.1016/j.csbj.2018.01.001 %T Machine Learning Methods for Histopathological Image Analysis %U http://www.sciencedirect.com/science/article/pii/S2001037017300867 %V 16 %X 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.

@article{KOMURA201834, 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.}, added-at = {2019-05-06T13:09:45.000+0200}, author = {Komura, Daisuke and Ishikawa, Shumpei}, biburl = {https://www.bibsonomy.org/bibtex/29cedeaa2b2254d37b80a90df4fddaa7e/dickscheid}, description = {Machine Learning Methods for Histopathological Image Analysis - ScienceDirect}, doi = {https://doi.org/10.1016/j.csbj.2018.01.001}, interhash = {d6498ffadcc9e150f1047b3bf2a7ec95}, intrahash = {9cedeaa2b2254d37b80a90df4fddaa7e}, issn = {2001-0370}, journal = {Computational and Structural Biotechnology Journal}, keywords = {deep_learning histology pathology read transfer_learning}, pages = {34 - 42}, timestamp = {2019-05-06T13:09:45.000+0200}, title = {Machine Learning Methods for Histopathological Image Analysis}, url = {http://www.sciencedirect.com/science/article/pii/S2001037017300867}, volume = 16, year = 2018 }