Global–local multi-stage temporal convolutional network for cataract surgery phase recognition

Global–local multi-stage temporal convolutional network for cataract surgery phase recognition

Abstract Background Surgical video phase recognition is an essential technique in computer-assisted surgical systems for monitoring surgical procedures, which can assist surgeons in standardizing procedures and enhancing postsurgical assessment and indexing. However, the high similarity between the...

Full description

Bibliographic Details
Main Authors: Lixin Fang, Lei Mou, Yuanyuan Gu, Yan Hu, Bang Chen, Xu Chen, Yang Wang, Jiang Liu, Yitian Zhao
Format: Article
Language:English
Published: BMC 2022-11-01
Series:BioMedical Engineering OnLine
Subjects:
Surgical phase recognition
Temporal convolutional networks
Cataract surgery videos
Deep learning
Online Access:https://doi.org/10.1186/s12938-022-01048-w

Internet

https://doi.org/10.1186/s12938-022-01048-w

Similar Items