Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods

作者:

Highlights:

• A summary of machine learning algorithms used for pressure injury image analysis, as well as chronic wounds and skin lesions.

• An introduction to deep learning techniques as a rising solution for pressure injury image analysis.

• A total of 114 papers have been retrieved from 8 databases and summarized, which presents a comprehensive review of the field.

摘要

•A summary of machine learning algorithms used for pressure injury image analysis, as well as chronic wounds and skin lesions.•An introduction to deep learning techniques as a rising solution for pressure injury image analysis.•A total of 114 papers have been retrieved from 8 databases and summarized, which presents a comprehensive review of the field.

论文关键词:Pressure injury,Wound image analysis,Machine learning algorithms,Deep learning

论文评审过程:Received 23 November 2018, Revised 17 September 2019, Accepted 18 October 2019, Available online 13 November 2019, Version of Record 19 November 2019.

论文官网地址:https://doi.org/10.1016/j.artmed.2019.101742