An automated skills assessment framework for laparoscopic training tasks.

Nicholas P Sgouros Constantinos Loukas Vassiliki Koufi Theodore G Troupis M D Ph D Evangelos D Georgiou

Published in: The international journal of medical robotics + computer assisted surgery : MRCAS (2017)

Robustness, extensibility and accurate task-agnostic classification between novices and experts is achieved by utilizing advanced computer vision techniques and derived features from a novel MRFS.

Keyphrases

deep learning
machine learning
robot assisted
working memory
high resolution
medical students
mass spectrometry
laparoscopic surgery