Automatic data-driven real-time segmentation and recognition of surgical workflow.

Olga DergachyovaDavid BougetArnaud HuaulméXavier MorandiPierre Jannin

Published in: International journal of computer assisted radiology and surgery (2016)

Compared to the analysis based on one data type only, a combination of visual features and instrument signals allows better segmentation, reduction of the detection delay and discovery of the correct phase order.

Keyphrases

deep learning
convolutional neural network
electronic health record
small molecule
artificial intelligence
machine learning
big data
high throughput
loop mediated isothermal amplification
patient reported outcomes