A convolutional neural network with a two-stage LSTM model for tool presence detection in laparoscopic videos
Surgical tool presence detection in laparoscopic videos is a challenging problem that plays a critical role in developing context-aware systems in operating rooms (ORs). In this work, we propose a deep learning-based approach for detecting surgical tools in laparoscopic images using a convolutional...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
De Gruyter
2020-09-01
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Series: | Current Directions in Biomedical Engineering |
Subjects: | |
Online Access: | https://doi.org/10.1515/cdbme-2020-0002 |