Surgical motion analysis using discriminative interpretable patterns

作者：

Highlights：

• Surgical motions are analyzing as time-series of numerical values.

• Our method discretize the data and find discriminative patterns.

• The method relies on the tf * idf framework.

• Evaluation is performed three surgical motions datasets.

摘要

•Surgical motions are analyzing as time-series of numerical values.•Our method discretize the data and find discriminative patterns.•The method relies on the tf * idf framework.•Evaluation is performed three surgical motions datasets.

论文关键词：Temporal analysis,Dynamic time warping,Surgical process modelling,Surgery

论文评审过程：Received 8 December 2017, Revised 6 July 2018, Accepted 13 August 2018, Available online 30 August 2018, Version of Record 6 November 2018.

论文官网地址：https://doi.org/10.1016/j.artmed.2018.08.002