Surgical phase recognition by learning phase transitions

Automatic recognition of surgical phases is an important component for developing an intra-operative context-aware system. Prior work in this area focuses on recognizing short-term tool usage patterns within surgical phases. However, the difference between intra- and inter-phase tool usage patterns...

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Bibliographic Details

Published in:	Current Directions in Biomedical Engineering
Main Authors:	Sahu Manish, Szengel Angelika, Mukhopadhyay Anirban, Zachow Stefan
Format:	Article
Language:	English
Published:	De Gruyter 2020-09-01
Subjects:	cnn endoscopic videos rnn state-preserving lstm surgical workflow surgical phase recognition
Online Access:	https://doi.org/10.1515/cdbme-2020-0037